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Rowe JM, Boe SG. Unlike overt movement, motor imagery cannot update internal models. Brain Cogn 2024; 181:106219. [PMID: 39241457 DOI: 10.1016/j.bandc.2024.106219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 08/31/2024] [Accepted: 09/01/2024] [Indexed: 09/09/2024]
Abstract
In overt movement, internal models make predictions about the sensory consequences of a desired movement, generating the appropriate motor commands to achieve that movement. Using available sensory feedback, internal models are updated to allow for movement adaptation and in-turn better performance. Whether internal models are updated during motor imagery, the mental rehearsal of movement, is not well established. To investigate internal modelling during motor imagery, 66 participants were exposed to a leftwards prism shift while performing actual pointing movements (physical practice; PP), imagined pointing movements (motor imagery; MI), or no pointing movements (control). If motor imagery updates internal models, we hypothesized that aftereffects (pointing in the direction opposite the prism shift) would be observed in MI, like that of PP, and unlike that of control. After prism exposure, the magnitude of aftereffects was significant in PP (4.73° ± 1.56°), but not in MI (0.34° ± 0.96°) and control (0.34° ± 1.04°). Accordingly, PP differed significantly from MI and control. Our results show that motor imagery does not update internal models, suggesting that it is not a direct simulation of overt movement. Furthering our understanding of the mechanisms that underlie learning through motor imagery will lead to more effective applications of motor imagery.
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Affiliation(s)
- Juliet M Rowe
- Laboratory for Brain Recovery and Function, Dalhousie University, Halifax, NS, Canada; School of Physiotherapy, Dalhousie University, Halifax, NS, Canada
| | - Shaun G Boe
- Laboratory for Brain Recovery and Function, Dalhousie University, Halifax, NS, Canada; School of Physiotherapy, Dalhousie University, Halifax, NS, Canada; School of Health and Human Performance, Dalhousie University, Halifax, NS, Canada; Department of Psychology and Neuroscience, Dalhousie University, Halifax, NS, Canada.
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2
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Font-Alaminos M, Paraskevoudi N, Costa-Faidella J, SanMiguel I. Do actions structure auditory memory? Action-based event segmentation effects on sensory responses, pupil dilation and sequential memory. Psychophysiology 2024; 61:e14652. [PMID: 38992865 DOI: 10.1111/psyp.14652] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 06/14/2024] [Accepted: 07/02/2024] [Indexed: 07/13/2024]
Abstract
Our actions shape our everyday experience: what we experience, how we perceive, and remember it are deeply affected by how we interact with the world. Performing an action to deliver a stimulus engages neurophysiological processes which are reflected in the modulation of sensory and pupil responses. We hypothesized that these processes shape memory encoding, parsing the experience by grouping self- and externally generated stimuli into differentiated events. Participants encoded sound sequences, in which either the first or last few sounds were self-generated and the rest externally generated. We tested recall of the sequential order of sounds that had originated from the same (within event) or different sources (across events). Memory performance was not higher for within-event sounds, suggesting that actions did not structure the memory representation. However, during encoding, we observed the expected electrophysiological response attenuation for self-generated sounds, together with increased pupil dilation triggered by actions. Moreover, at the boundary between events, physiological responses to the first sound from the new source were influenced by the direction of the source switch. Our results suggest that introducing actions creates a stronger contextual shift than removing them, even though actions do not directly contribute to memory performance. This study contributes to our understanding of how interacting with sensory input shapes experiences by exploring the relationships between action effects on sensory responses, pupil dilation, and memory encoding. Importantly, it challenges the notion of a meaningful contribution from low-level neurophysiological mechanisms associated with action execution in the modulation of the self-generation effect.
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Affiliation(s)
- Marta Font-Alaminos
- Brainlab-Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain
| | - Nadia Paraskevoudi
- Brainlab-Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain
| | - Jordi Costa-Faidella
- Brainlab-Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain
| | - Iria SanMiguel
- Brainlab-Cognitive Neuroscience Research Group, Departament de Psicologia Clinica i Psicobiologia, Universitat de Barcelona, Barcelona, Spain
- Institut de Neurociències, Universitat de Barcelona, Barcelona, Spain
- Institut de Recerca Sant Joan de Déu, Esplugues de Llobregat, Spain
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3
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Applebaum A, Netzer O, Stern Y, Zvilichovsky Y, Mashiah O, Salomon R. The Body Knows Better: Sensorimotor signals reveal the interplay between implicit and explicit Sense of Agency in the human mind. Cognition 2024; 254:105992. [PMID: 39454392 DOI: 10.1016/j.cognition.2024.105992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 10/16/2024] [Accepted: 10/17/2024] [Indexed: 10/28/2024]
Abstract
Sense of Agency (SoA) is the feeling of control over our actions. SoA has been suggested to arise from both implicit sensorimotor integration as well as higher-level decision processes. SoA is typically measured by collecting participants' subjective judgments, conflating both implicit and explicit processing. Consequently, the interplay between implicit sensorimotor processing and explicit agency judgments is not well understood. Here, we evaluated in one exploratory and one preregistered experiment (N = 60), using a machine learning approach, the relation between a well-known mechanism of implicit sensorimotor adaptation and explicit SoA judgments. Specifically, we examined whether subjective judgments of SoA and sensorimotor conflicts could be inferred from hand kinematics in a sensorimotor task using a virtual hand (VH). In both experiments participants performed a hand movement and viewed a virtual hand making a movement that could either be synchronous with their action or include a parametric temporal delay. After each movement, participants judged whether their actual movement was congruent with the movement they observed. Our results demonstrated that sensorimotor conflicts could be inferred from implicit motor kinematics on a trial by trial basis. Moreover, detection of sensorimotor conflicts from machine learning models of kinematic data provided more accurate classification of sensorimotor congruence than participants' explicit judgments. These results were replicated in a second, preregistered, experiment. These findings show evidence of diverging implicit and explicit processing for SoA and suggest that the brain holds high-quality information on sensorimotor conflicts that is not fully utilized in the inference of conscious agency.
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Affiliation(s)
- Asaf Applebaum
- Gonda Brain Research Center, Bar-Ilan University, Ramat Gan, Israel
| | - Ophir Netzer
- School of Psychological Sciences, University of Haifa, Haifa, Israel
| | - Yonatan Stern
- School of Psychological Sciences, University of Haifa, Haifa, Israel
| | | | - Oz Mashiah
- Gonda Brain Research Center, Bar-Ilan University, Ramat Gan, Israel
| | - Roy Salomon
- School of Psychological Sciences, University of Haifa, Haifa, Israel; Department of Cognitive Sciences University of Haifa, Haifa, Israel; The Integrated Brain and Behavior Research Center (IBBRC), University of Haifa, Haifa, Israel.
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4
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Guo F, Niu M, Hanson NJ, Guo J, Zhou K, Zhao T, Ren Y. Enhancing motor skill learning through multiple sessions of online high-definition transcranial direct current stimulation in healthy adults: insights from EEG power spectrum. Cereb Cortex 2024; 34:bhae395. [PMID: 39367728 DOI: 10.1093/cercor/bhae395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 08/23/2024] [Accepted: 09/12/2024] [Indexed: 10/06/2024] Open
Abstract
The purpose of this study was to evaluate the influence of high-definition transcranial direct current stimulation (HD-tDCS) on finger motor skill acquisition. Thirty-one healthy adult males were randomly assigned to one of three groups: online HD-tDCS (administered during motor skill learning), offline HD-tDCS (delivered before motor skill learning), and a sham group. Participants engaged in a visual isometric pinch task for three consecutive days. Overall motor skill learning and speed-accuracy tradeoff function were used to evaluate the efficacy of tDCS. Electroencephalography was recorded and power spectral density was calculated. Both online and offline HD-tDCS total motor skill acquisition was significantly higher than the sham group (P < 0.001 and P < 0.05, respectively). Motor skill acquisition in the online group was higher than offline (P = 0.132, Cohen's d = 1.46). Speed-accuracy tradeoff function in the online group was higher than both offline and sham groups in the post-test. The online group exhibited significantly lower electroencephalography activity in the frontal, fronto-central, and centro-parietal alpha band regions compared to the sham (P < 0.05). The findings suggest that HD-tDCS application can boost finger motor skill acquisition, with online HD-tDCS displaying superior facilitation. Furthermore, online HD-tDCS reduces the power of alpha rhythms during motor skill execution, enhancing information processing and skill learning efficiency.
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Affiliation(s)
- Feng Guo
- College of Exercise and Health, Shenyang Sport University, No. 36, Jinqiansong East Road, Sujiatun District, Shenyang 110102, China
| | - Maolin Niu
- College of Exercise and Health, Shenyang Sport University, No. 36, Jinqiansong East Road, Sujiatun District, Shenyang 110102, China
- Department of Rehabilitation, Shandong Rongjun General Hospital, No. 23, Jiefang Road, Lixia District, Jinan 250014, China
| | - Nicholas J Hanson
- Department of Human Performance and Health Education, College of Education and Human Development, Western Michigan University, Kalamazoo, MI 49008-5242, United States
| | - Jianrui Guo
- Laboratory Management Center, Shenyang Sport University, No. 36, Jinqiansong East Road, Sujiatun District, Shenyang 110102, China
| | - Kuo Zhou
- College of Exercise and Health, Shenyang Sport University, No. 36, Jinqiansong East Road, Sujiatun District, Shenyang 110102, China
| | - Tan Zhao
- College of Exercise and Health, Shenyang Sport University, No. 36, Jinqiansong East Road, Sujiatun District, Shenyang 110102, China
| | - Yinghui Ren
- College of Exercise and Health, Shenyang Sport University, No. 36, Jinqiansong East Road, Sujiatun District, Shenyang 110102, China
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5
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Heldmann M, Wagner-Altendorf T, Baumung L, Effenberg AO, Münte TF. Event-related brain potentials to typing errors in transparent and intransparent German words. Neurosci Res 2024; 207:37-44. [PMID: 38876424 DOI: 10.1016/j.neures.2024.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 06/05/2024] [Accepted: 06/06/2024] [Indexed: 06/16/2024]
Abstract
Error detection in typing is crucial for assessing the adequacy of ongoing actions, leveraging both predictive mechanisms for early detection and sensory feedback for late detection. Neurophysiological studies have supported the anticipation of errors through predictive models. This research extends the understanding of error detection in typing, focusing on the neurocognitive mechanisms underlying errors in transparent and intransparent German words. Thirty-six volunteer students typed out aurally presented words, classified as either orthographically transparent or intransparent, on a computer keyboard without the possibility of correction. Because of poor spelling or excessive artifacts, the final sample comprised 27 participants. Event-related potentials (ERPs) were obtained time-locked to key presses, and behavioral data on typing correctness and speed were collected. A higher error rate and longer latency for intransparent words compared to transparent ones were found, suggesting the complexity of spelling impacts typing correctness. Post-error slowing was observed, aligning with increased cognitive control following errors. ERPs revealed a negative component akin to the error-related negativity (ERN) for typing errors, with a pronounced ERN-like negativity preceding erroneous key-presses, particularly for intransparent words. The study provides evidence of the cognitive and neural mechanisms underlying typing errors, highlighting the impact of orthographic transparency. The detection of an ERN-like negativity before erroneous key-presses, especially in typing intransparent words, underscores the brain's use of predictive mechanisms for error detection.
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Affiliation(s)
- Marcus Heldmann
- Dept. of Neurology, University of Lübeck, Germany; Center of Brain Behavior and Metabolism, University of Lübeck, Germany
| | - Tobias Wagner-Altendorf
- Dept. of Neurology, University of Lübeck, Germany; Center of Brain Behavior and Metabolism, University of Lübeck, Germany
| | | | | | - Thomas F Münte
- Center of Brain Behavior and Metabolism, University of Lübeck, Germany.
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6
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Manto M, Adamaszek M, Apps R, Carlson E, Guarque-Chabrera J, Heleven E, Kakei S, Khodakhah K, Kuo SH, Lin CYR, Joshua M, Miquel M, Mitoma H, Larry N, Péron JA, Pickford J, Schutter DJLG, Singh MK, Tan T, Tanaka H, Tsai P, Van Overwalle F, Yamashiro K. Consensus Paper: Cerebellum and Reward. CEREBELLUM (LONDON, ENGLAND) 2024; 23:2169-2192. [PMID: 38769243 DOI: 10.1007/s12311-024-01702-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/06/2024] [Indexed: 05/22/2024]
Abstract
Cerebellum is a key-structure for the modulation of motor, cognitive, social and affective functions, contributing to automatic behaviours through interactions with the cerebral cortex, basal ganglia and spinal cord. The predictive mechanisms used by the cerebellum cover not only sensorimotor functions but also reward-related tasks. Cerebellar circuits appear to encode temporal difference error and reward prediction error. From a chemical standpoint, cerebellar catecholamines modulate the rate of cerebellar-based cognitive learning, and mediate cerebellar contributions during complex behaviours. Reward processing and its associated emotions are tuned by the cerebellum which operates as a controller of adaptive homeostatic processes based on interoceptive and exteroceptive inputs. Lobules VI-VII/areas of the vermis are candidate regions for the cortico-subcortical signaling pathways associated with loss aversion and reward sensitivity, together with other nodes of the limbic circuitry. There is growing evidence that the cerebellum works as a hub of regional dysconnectivity across all mood states and that mental disorders involve the cerebellar circuitry, including mood and addiction disorders, and impaired eating behaviors where the cerebellum might be involved in longer time scales of prediction as compared to motor operations. Cerebellar patients exhibit aberrant social behaviour, showing aberrant impulsivity/compulsivity. The cerebellum is a master-piece of reward mechanisms, together with the striatum, ventral tegmental area (VTA) and prefrontal cortex (PFC). Critically, studies on reward processing reinforce our view that a fundamental role of the cerebellum is to construct internal models, perform predictions on the impact of future behaviour and compare what is predicted and what actually occurs.
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Affiliation(s)
- Mario Manto
- Service de Neurologie, Médiathèque Jean Jacquy, CHU-Charleroi, 6000, Charleroi, Belgium.
- Service Des Neurosciences, Université de Mons, 7000, Mons, Belgium.
- Unité Des Ataxies Cérébelleuses, CHU-Charleroi, Service Des Neurosciences, University of Mons, 7000, Mons, Belgium.
| | - Michael Adamaszek
- Department of Clinical and Cognitive Neurorehabilitation, Klinik Bavaria Kreischa, 01731, Kreischa, Germany
| | - Richard Apps
- School of Physiology, Pharmacology & Neuroscience, Faculty of Life Sciences, University of Bristol, Bristol, BS8 1TD, UK
| | - Erik Carlson
- Department of Psychiatry and Behavioural Sciences, University of Washington, Seattle, WA, 98108, USA
- Geriatric Research, Education and Clinical Center, Veterans Affairs Puget Sound Health Care System, Seattle, WA, 98108, USA
| | - Julian Guarque-Chabrera
- Área de Psicobiología, Facultat de Ciències de La Salut, Universitat Jaume I, 12071, Castellón de La Plana, Spain
- Dominick Purpura Department of Neuroscience, Albert Einstein College of Medicine, New York, 10461, USA
| | - Elien Heleven
- Faculty of Psychology and Center for Neuroscience, Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Shinji Kakei
- Department of Anatomy and Physiology, Jissen Women's University, Tokyo, 191-8510, Japan
| | - Kamran Khodakhah
- Dominick Purpura Department of Neuroscience, Albert Einstein College of Medicine, New York, 10461, USA
| | - Sheng-Han Kuo
- Department of Neurology, Columbia University Medical Center, New York, NY, 10032, USA
- Initiative of Columbia Ataxia and Tremor, Columbia University Medical Center, New York, NY, 10032, USA
| | - Chi-Ying R Lin
- Alzheimer's Disease and Memory Disorders Center, Department of Neurology, Baylor College of Medicine, Houston, 77030 TX, USA
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, 77030 TX, USA
| | - Mati Joshua
- Edmond and Lily Safra Center for Brain Sciences, The Hebrew University, Jerusalem, Israel
| | - Marta Miquel
- Área de Psicobiología, Facultat de Ciències de La Salut, Universitat Jaume I, 12071, Castellón de La Plana, Spain
- Dominick Purpura Department of Neuroscience, Albert Einstein College of Medicine, New York, 10461, USA
| | - Hiroshi Mitoma
- Department of Medical Education, Tokyo Medical University, Tokyo, 160-8402, Japan
| | - Noga Larry
- Edmond and Lily Safra Center for Brain Sciences, The Hebrew University, Jerusalem, Israel
| | - Julie Anne Péron
- Clinical and Experimental Neuropsychology Laboratory, Department of Psychology and Educational Sciences, University of Geneva, 1205, Geneva, Switzerland
| | - Jasmine Pickford
- School of Physiology, Pharmacology & Neuroscience, Faculty of Life Sciences, University of Bristol, Bristol, BS8 1TD, UK
| | - Dennis J L G Schutter
- Department of Experimental Psychology, Helmholtz Institute, Utrecht University, Heidelberglaan 1, 3584 CS, Utrecht, The Netherlands
| | - Manpreet K Singh
- Psychiatry and Behavioral Sciences, University of California Davis, 2230 Stockton Blvd, Sacramento, CA, 95817, USA
| | - Tommy Tan
- Department of Neurology, UT Southwestern Medical Center, Dallas, TX, 75235, USA
| | - Hirokazu Tanaka
- Faculty of Information Technology, Tokyo City University, Tokyo, 158-8557, Japan
| | - Peter Tsai
- Department of Neurology, UT Southwestern Medical Center, Dallas, TX, 75235, USA
- Departments of Neuroscience, Pediatrics, Psychiatry, UT Southwestern Medical Center, Dallas, TX, 75235, USA
| | - Frank Van Overwalle
- Faculty of Psychology and Center for Neuroscience, Vrije Universiteit Brussel, 1050, Brussels, Belgium
| | - Kunihiko Yamashiro
- Department of Neurology, UT Southwestern Medical Center, Dallas, TX, 75235, USA
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7
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De Vicariis C, Chackochan VT, Bandini L, Ravaschio E, Sanguineti V. Computational joint action: Dynamical models to understand the development of joint coordination. PLoS Comput Biol 2024; 20:e1011948. [PMID: 39436941 DOI: 10.1371/journal.pcbi.1011948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 11/01/2024] [Accepted: 09/24/2024] [Indexed: 10/25/2024] Open
Abstract
Coordinating with others is part of our everyday experience. Previous studies using sensorimotor coordination games suggest that human dyads develop coordination strategies that can be interpreted as Nash equilibria. However, if the players are uncertain about what their partner is doing, they develop coordination strategies which are robust to the actual partner's actions. This has suggested that humans select their actions based on an explicit prediction of what the partner will be doing-a partner model-which is probabilistic by nature. However, the mechanisms underlying the development of a joint coordination over repeated trials remain unknown. Very much like sensorimotor adaptation of individuals to external perturbations (eg force fields or visual rotations), dynamical models may help to understand how joint coordination develops over repeated trials. Here we present a general computational model-based on game theory and Bayesian estimation-designed to understand the mechanisms underlying the development of a joint coordination over repeated trials. Joint tasks are modeled as quadratic games, where each participant's task is expressed as a quadratic cost function. Each participant predicts their partner's next move (partner model) by optimally combining predictions and sensory observations, and selects their actions through a stochastic optimization of its expected cost, given the partner model. The model parameters include perceptual uncertainty (sensory noise), partner representation (retention rate and internale noise), uncertainty in action selection and its rate of decay (which can be interpreted as the action's learning rate). The model can be used in two ways: (i) to simulate interactive behaviors, thus helping to make specific predictions in the context of a given joint action scenario; and (ii) to analyze the action time series in actual experiments, thus providing quantitative metrics that describe individual behaviors during an actual joint action. We demonstrate the model in a variety of joint action scenarios. In a sensorimotor version of the Stag Hunt game, the model predicts that different representations of the partner lead to different Nash equilibria. In a joint two via-point (2-VP) reaching task, in which the actions consist of complex trajectories, the model captures well the observed temporal evolution of performance. For this task we also estimated the model parameters from experimental observations, which provided a comprehensive characterization of individual dyad participants. Computational models of joint action may help identifying the factors preventing or facilitating the development of coordination. They can be used in clinical settings, to interpret the observed behaviors in individuals with impaired interaction capabilities. They may also provide a theoretical basis to devise artificial agents that establish forms of coordination that facilitate neuromotor recovery.
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Affiliation(s)
- Cecilia De Vicariis
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
| | - Vinil T Chackochan
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
- Odstock Medical Ltd, Salisbury, United Kingdom
| | - Laura Bandini
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
| | - Eleonora Ravaschio
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
| | - Vittorio Sanguineti
- Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
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8
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Oliviers G, Bogacz R, Meulemans A. Learning probability distributions of sensory inputs with Monte Carlo predictive coding. PLoS Comput Biol 2024; 20:e1012532. [PMID: 39475902 PMCID: PMC11524488 DOI: 10.1371/journal.pcbi.1012532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 10/01/2024] [Indexed: 11/02/2024] Open
Abstract
It has been suggested that the brain employs probabilistic generative models to optimally interpret sensory information. This hypothesis has been formalised in distinct frameworks, focusing on explaining separate phenomena. On one hand, classic predictive coding theory proposed how the probabilistic models can be learned by networks of neurons employing local synaptic plasticity. On the other hand, neural sampling theories have demonstrated how stochastic dynamics enable neural circuits to represent the posterior distributions of latent states of the environment. These frameworks were brought together by variational filtering that introduced neural sampling to predictive coding. Here, we consider a variant of variational filtering for static inputs, to which we refer as Monte Carlo predictive coding (MCPC). We demonstrate that the integration of predictive coding with neural sampling results in a neural network that learns precise generative models using local computation and plasticity. The neural dynamics of MCPC infer the posterior distributions of the latent states in the presence of sensory inputs, and can generate likely inputs in their absence. Furthermore, MCPC captures the experimental observations on the variability of neural activity during perceptual tasks. By combining predictive coding and neural sampling, MCPC can account for both sets of neural data that previously had been explained by these individual frameworks.
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Affiliation(s)
- Gaspard Oliviers
- MRC Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
| | - Rafal Bogacz
- MRC Brain Network Dynamics Unit, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, United Kingdom
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9
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Poletti M, Raballo A. Ontogenesis of self-disorders in the schizophrenia spectrum: A phenomenological neuro-developmental model. Schizophr Res 2024; 272:26-35. [PMID: 39181008 DOI: 10.1016/j.schres.2024.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 06/28/2024] [Accepted: 08/14/2024] [Indexed: 08/27/2024]
Abstract
The concept of basic Self-disorders (SD) captures the experiential aspects associated with vulnerability to schizophrenia spectrum disorders (SSD). SD emerge prior to, and constitute the underlying structure for, the emergence of major diagnostic symptoms, including positive psychotic ones. SD are also detectable in populations with familial risk for SSD. This paper proposes a two-stage phenomenological-developmental model, exploring the early deficit in multisensory integration and their impact on the ontogeny of the Minimal Self in the first years of life. It also examines subsequent emergence of schizotaxic vulnerability, which later manifests as typical anomalies of subjectivity, such as basic symptoms and self-disorders.
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Affiliation(s)
- Michele Poletti
- Department of Mental Health and Pathological Addiction, Child and Adolescent Neuropsychiatry Service, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Andrea Raballo
- Chair of Psychiatry, Faculty of Biomedical Sciences, Università della Svizzera Italiana, Lugano, Switzerland; Cantonal Sociopsychiatric Organisation, Public Health Division, Department of Health and Social Care, Repubblica e Cantone Ticino, Mendrisio, Switzerland.
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10
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Onagawa R, Kudo K, Watanabe K. Systematic bias in representation of reaction time distribution. Q J Exp Psychol (Hove) 2024; 77:2084-2097. [PMID: 38336626 DOI: 10.1177/17470218241234650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2024]
Abstract
A correct perception of one's own abilities is essential for making appropriate decisions. A well-known bias in probability perception is that rare events are overestimated. Here, we examined whether such a bias also exists for action outcomes using a simple reaction task. In Experiment 1, after completing a set of 30 trials of the simple reaction task, participants were required to judge the probability that they would be able to respond before a given reference time when performing the task next. We assessed the difference between the actual reaction times and the probability judgement and found that the represented probability distribution was more widely distributed than the actual one, suggesting that low-probability events were overestimated and high-probability events were underestimated. Experiment 2 confirmed the presence of such a bias in the representation of both one's own and another's reaction times. In addition, Experiment 3 showed the presence of such a bias regardless of the difference between the representation of another's reaction times and the mere numerical representation. Furthermore, Experiment 4 found the presence of such a bias even when the information regarding actual reaction times was visually shown before the representation. The present results reveal the existence of a highly robust bias in the representation of motor performance, which reflects the ubiquitous bias in probability perception and is difficult to eliminate.
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Affiliation(s)
- Ryoji Onagawa
- Faculty of Science and Engineering, Waseda University, Tokyo, Japan
- Japan Society for the Promotion of Science, Tokyo, Japan
| | - Kazutoshi Kudo
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
| | - Katsumi Watanabe
- Faculty of Science and Engineering, Waseda University, Tokyo, Japan
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11
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Kasegawa C, Itaguchi Y, Yamawaki Y, Miki M, Hayashi M, Miyazaki M. Effects of within-day intervals on adaptation to visually induced motion sickness in a virtual-reality motorcycling simulator. Sci Rep 2024; 14:21302. [PMID: 39307847 PMCID: PMC11417106 DOI: 10.1038/s41598-024-71526-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 08/28/2024] [Indexed: 09/26/2024] Open
Abstract
This study investigated the effects of the time interval between virtual reality (VR) sessions on visually induced motion sickness (VIMS) reduction to better understand adaptation to and recovery from a nauseating VR experience. The participants experienced two 6-min VR sessions of a first-person motorcycle ride through a head-mounted display with (1) a 6-min interval, (2) an interval until the VIMS score reached zero, and (3) a 60-min interval. The results showed that for each condition, VIMS in the second session was aggravated, unchanged, or attenuated, respectively, indicating that additional resting time was necessary for VIMS adaptation. This study suggests that a certain type of multisensory learning attenuates VIMS symptoms within a relatively short time, requiring at least 20 min of additional resting time after subjective recovery from VIMS symptoms. This finding has important implications for reducing the time interval between repeated challenges when adapting to nauseating stimuli during VR experiences.
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Affiliation(s)
- Chihiro Kasegawa
- Department of Informatics, Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, 432-8011, Japan
| | | | - Yumi Yamawaki
- Department of Informatics, Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, 432-8011, Japan
| | | | - Masami Hayashi
- Department of Informatics, Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, 432-8011, Japan
| | - Makoto Miyazaki
- Department of Informatics, Graduate School of Integrated Science and Technology, Shizuoka University, Hamamatsu, 432-8011, Japan.
- Faculty of Informatics, Shizuoka University, Hamamatsu, 432-8011, Japan.
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12
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Tan G, Uchitomi H, Isobe R, Miyake Y. Sense of embodiment with synchronized avatar during walking in mixed reality. Sci Rep 2024; 14:21198. [PMID: 39261561 PMCID: PMC11390740 DOI: 10.1038/s41598-024-72095-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 09/03/2024] [Indexed: 09/13/2024] Open
Abstract
Gait guidance systems that synchronize the gait rhythm with an avatar in a mixed reality (MR) environment are attracting attention owing to their rehabilitation applications. More effective gait guidance can be achieved by changing body sensations for the sense of embodiment (SoE), which refers to the feeling of owning, controlling, and being inside a body in MR. This study investigated full-body synchronous motion between a human and a virtual avatar to enhance the SoE in walking with actual position changes in the real world. The full-body motion and gait rhythm were measured using body-worn inertial measurement units and a visual avatar was provided through a transparent head-mounted display. The results showed that the SoE of the participants was enhanced under higher synchronization conditions. In addition, questionnaire results showed that the SoE in the synchronous condition was significantly higher than that in the asynchronous condition, and the SoE in the self-avatar condition was significantly higher than that in the other-avatar condition. This indicates that a higher synchronization level with the appearance of an avatar leads to a stronger SoE in the human perception mechanism, which is important for potential application in medical or other fields.
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Affiliation(s)
- Guoran Tan
- Department of Computer Science, School of Computing, Tokyo Institute of Technology, Yokohama, 226-8502, Japan
| | - Hirotaka Uchitomi
- Department of Computer Science, School of Computing, Tokyo Institute of Technology, Yokohama, 226-8502, Japan.
| | - Ryo Isobe
- Department of Computer Science, School of Computing, Tokyo Institute of Technology, Yokohama, 226-8502, Japan
| | - Yoshihiro Miyake
- Department of Computer Science, School of Computing, Tokyo Institute of Technology, Yokohama, 226-8502, Japan
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13
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Cienfuegos M, Naceri A, Maycock J, Kõiva R, Ritter H, Schack T. Comparative analysis of motor skill acquisition in a novel bimanual task: the role of mental representation and sensorimotor feedback. Front Hum Neurosci 2024; 18:1425090. [PMID: 39323958 PMCID: PMC11422229 DOI: 10.3389/fnhum.2024.1425090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Accepted: 08/21/2024] [Indexed: 09/27/2024] Open
Abstract
Introduction This study investigates the multifaceted nature of motor learning in a complex bimanual task by examining the interplay between mental representation structures, biomechanics, tactile pressure, and performance. We developed a novel maze game requiring participants to maneuver a rolling sphere through a maze, exemplifying complex sequential coordination of vision and haptic control using both hands. A key component of this study is the introduction of cognitive primitives, fundamental units of cognitive and motor actions that represent specific movement patterns and strategies. Methods Participants were divided into two groups based on initial performance: poor performers (PPG) and good performers (GPG). The experimental setup employed motion capture and innovative tactile sensors to capture a detailed multimodal picture of the interaction process. Our primary aims were to (1) assess the effects of daily practice on task performance, biomechanics, and tactile pressure, (2) examine the relationship between changes in mental representation structures and skill performance, and (3) explore the interplay between biomechanics, tactile pressure, and cognitive representation in motor learning. Results Performance analysis showed that motor skills improved with practice, with the GPG outperforming the PPG in maze navigation efficiency. Biomechanical analysis revealed that the GPG demonstrated superior movement strategies, as indicated by higher peak velocities and fewer velocity peaks during task execution. Tactile feedback analysis showed that GPG participants applied more precise and focused pressure with their right-hand thumb, suggesting enhanced motor control. Cognitively, both groups refined their mental representation structures over time, but the GPG exhibited a more structured and sophisticated cognitive mapping of the task post-practice. Discussion The findings highlight the intertwined nature of biomechanical control, tactile feedback, and cognitive processing in motor skill acquisition. The results support established theories, such as the cognitive action architecture approach, emphasizing the role of mental representation in planning and executing motor actions. The integration of cognitive primitives in our analysis provides a theoretical framework that connects observable behaviors to underlying cognitive strategies, enhancing the understanding of motor learning across various contexts. Our study underscores the necessity of a holistic approach to motor learning research, recognizing the complex interaction between cognitive and motor processes in skill acquisition.
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Affiliation(s)
- Miguel Cienfuegos
- Neurocognition and Action-Biomechanics Group, Bielefeld University, Bielefeld, Germany
- Center for Cognitive Interaction Technology (CITEC), Bielefeld University, Bielefeld, Germany
| | - Abdeldjallil Naceri
- Munich School of Robotics and Machine Intelligence (MSRM), Technical University of Munich (TUM), Munich, Germany
| | | | - Risto Kõiva
- Center for Cognitive Interaction Technology (CITEC), Bielefeld University, Bielefeld, Germany
| | - Helge Ritter
- Center for Cognitive Interaction Technology (CITEC), Bielefeld University, Bielefeld, Germany
- Neuroinformatics Group, Bielefeld University, Bielefeld, Germany
| | - Thomas Schack
- Neurocognition and Action-Biomechanics Group, Bielefeld University, Bielefeld, Germany
- Center for Cognitive Interaction Technology (CITEC), Bielefeld University, Bielefeld, Germany
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14
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Wong AL, Eyssalenne AN, Carter L, Therrien AS. Different Sensory Information Is Used for State Estimation when Stationary or Moving. eNeuro 2024; 11:ENEURO.0357-23.2024. [PMID: 39147580 PMCID: PMC11376429 DOI: 10.1523/eneuro.0357-23.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 07/19/2024] [Accepted: 08/08/2024] [Indexed: 08/17/2024] Open
Abstract
The accurate estimation of limb state is necessary for movement planning and execution. While state estimation requires both feedforward and feedback information, we focus here on the latter. Prior literature has shown that integrating visual and proprioceptive feedback improves estimates of static limb position. However, differences in visual and proprioceptive feedback delays suggest that multisensory integration could be disadvantageous when the limb is moving. We formalized this hypothesis by modeling feedback-based state estimation using the long-standing maximum likelihood estimation model of multisensory integration, which we updated to account for sensory delays. Our model predicted that the benefit of multisensory integration was largely lost when the limb was passively moving. We tested this hypothesis in a series of experiments in human subjects that compared the degree of interference created by discrepant visual or proprioceptive feedback when estimating limb position either statically at the end of the movement or dynamically at movement midpoint. In the static case, we observed significant interference: discrepant feedback in one modality systematically biased sensory estimates based on the other modality. However, no interference was seen in the dynamic case: participants could ignore sensory feedback from one modality and accurately reproduce the motion indicated by the other modality. Together, these findings suggest that the sensory feedback used to compute a state estimate differs depending on whether the limb is stationary or moving. While the former may tend toward multimodal integration, the latter is more likely to be based on feedback from a single sensory modality.
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Affiliation(s)
- Aaron L Wong
- Moss Rehabilitation Research Institute, Thomas Jefferson University, Elkins Park, Pennsylvania 19027
- Department of Rehabilitation Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania 19107
| | - Alyssa N Eyssalenne
- Moss Rehabilitation Research Institute, Thomas Jefferson University, Elkins Park, Pennsylvania 19027
| | - Luke Carter
- Moss Rehabilitation Research Institute, Thomas Jefferson University, Elkins Park, Pennsylvania 19027
| | - Amanda S Therrien
- Moss Rehabilitation Research Institute, Thomas Jefferson University, Elkins Park, Pennsylvania 19027
- Department of Rehabilitation Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania 19107
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15
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Beyraghi Z, Khanmohammadi R, Hadian MR. Reduction in preparatory brain activity preceding gait initiation in individuals with chronic ankle instability: A movement-related cortical potential study. Eur J Neurosci 2024; 60:5284-5299. [PMID: 39149917 DOI: 10.1111/ejn.16501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 07/18/2024] [Accepted: 07/25/2024] [Indexed: 08/17/2024]
Abstract
Evidence suggests that chronic ankle instability (CAI) is not merely a peripheral musculoskeletal injury but should be recognized as a neurophysiological dysfunction. This reflects a paradigm shift from focusing on peripheral structural changes to emphasizing the central nervous system. However, changes in cortical activity during functional activities remain poorly understood. Thus, this study aimed to compare preparatory brain activity during gait initiation (GI) through movement-related cortical potentials (MRCPs) in individuals with CAI and healthy subjects. The proactive components of MRCPs, including contingent negative variation (CNV) and event-related desynchronization (ERD), were measured using electroencephalography. The primary outcomes were late CNV amplitude, CNV peak amplitude, CNV peak time, and alpha/beta ERD. The results indicated that the late CNV amplitude was significantly lower in the CAI group compared to the healthy group at the Fz and Cz electrodes (P < 0.001). The CAI group also demonstrated lower CNV peak amplitude at the Fz, Cz, and Pz electrodes (P < 0.0025). Additionally, in the CAI group, signals peaked earlier at the Cz electrode (P = 0.002). Furthermore, alpha ERD at Pz was significantly lower in the CAI group than in the healthy group (P = 0.003), suggesting diminished preparatory brain activity during GI in CAI subjects. Recognizing CAI as a condition involving both peripheral and central dysfunctions highlights the importance of a multidisciplinary approach in treatment and rehabilitation. This approach should target brain activity in addition to peripheral structures, potentially leading to improved long-term outcomes for patients.
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Affiliation(s)
- Zivar Beyraghi
- Physical Therapy Department, Tehran University of Medical Sciences, Tehran, Iran
| | - Roya Khanmohammadi
- Physical Therapy Department, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Hadian
- Physical Therapy Department, Tehran University of Medical Sciences, Tehran, Iran
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16
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Tsay JS, Chandy AM, Chua R, Miall RC, Cole J, Farnè A, Ivry RB, Sarlegna FR. Minimal impact of chronic proprioceptive loss on implicit sensorimotor adaptation and perceived movement outcome. J Neurophysiol 2024; 132:770-780. [PMID: 39081210 PMCID: PMC11427059 DOI: 10.1152/jn.00096.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Revised: 07/08/2024] [Accepted: 07/24/2024] [Indexed: 08/07/2024] Open
Abstract
Implicit sensorimotor adaptation keeps our movements well calibrated amid changes in the body and environment. We have recently postulated that implicit adaptation is driven by a perceptual error: the difference between the desired and perceived movement outcome. According to this perceptual realignment model, implicit adaptation ceases when the perceived movement outcome-a multimodal percept determined by a prior belief conveying the intended action, the motor command, and feedback from proprioception and vision-is aligned with the desired movement outcome. Here, we examined the role of proprioception in implicit motor adaptation and perceived movement outcome by examining individuals who experience deafferentation (i.e., individuals with impaired proprioception and touch). We used a modified visuomotor rotation task designed to isolate implicit adaptation and probe perceived movement outcomes throughout the experiment. Surprisingly, both implicit adaptation and perceived movement outcome were minimally impacted by chronic deafferentation, posing a challenge to the perceptual realignment model of implicit adaptation.NEW & NOTEWORTHY We tested six individuals with chronic somatosensory deafferentation on a novel task that isolates implicit sensorimotor adaptation and probes perceived movement outcome. Strikingly, both implicit motor adaptation and perceptual movement outcome were not significantly impacted by chronic deafferentation, posing a challenge for theoretical models of adaptation that involve proprioception.
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Affiliation(s)
- Jonathan S Tsay
- Department of Psychology, University of California, Berkeley, California, United States
- Helen Wills Neuroscience Institute, University of California, Berkeley, California, United States
- Department of Psychology, University of Carnegie Mellon, Pittsburgh, Pennsylvania, United States
| | - Anisha M Chandy
- Department of Psychology, University of California, Berkeley, California, United States
- Helen Wills Neuroscience Institute, University of California, Berkeley, California, United States
| | - Romeo Chua
- School of Kinesiology, University of British Columbia, Vancouver, British Columbia, Canada
| | - R Chris Miall
- School of Psychology, University of Birmingham, Birmingham, United Kingdom
| | - Jonathan Cole
- University Hospitals, Dorset and Bournemouth University, Bournemouth, United Kingdom
| | - Alessandro Farnè
- Integrative Multisensory Perception Action & Cognition Team-ImpAct, Lyon Neuroscience Research Center (CRNL), INSERM U1028, CNRS UMR5292, Lyon, France
| | - Richard B Ivry
- Department of Psychology, University of California, Berkeley, California, United States
- Helen Wills Neuroscience Institute, University of California, Berkeley, California, United States
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17
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Seegelke C, Heed T. It is time to integrate models across disciplines: a commentary on Krüger et al. (2022). PSYCHOLOGICAL RESEARCH 2024; 88:1888-1890. [PMID: 38430251 PMCID: PMC11315699 DOI: 10.1007/s00426-024-01930-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 01/26/2024] [Indexed: 03/03/2024]
Affiliation(s)
- Christian Seegelke
- Department of Psychology, University of Salzburg, Hellbrunner Straße 34, 5020, Salzburg, Austria.
- Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria.
| | - Tobias Heed
- Department of Psychology, University of Salzburg, Hellbrunner Straße 34, 5020, Salzburg, Austria
- Centre for Cognitive Neuroscience, University of Salzburg, Salzburg, Austria
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18
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Rhodes D, Bridgewater T, Ayache J, Riemer M. Rapid calibration to dynamic temporal contexts. Q J Exp Psychol (Hove) 2024; 77:1923-1935. [PMID: 38017605 PMCID: PMC11373159 DOI: 10.1177/17470218231219507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
The prediction of future events and the preparation of appropriate behavioural reactions rely on an accurate perception of temporal regularities. In dynamic environments, temporal regularities are subject to slow and sudden changes, and adaptation to these changes is an important requirement for efficient behaviour. Bayesian models have proven a useful tool to understand the processing of temporal regularities in humans; yet an open question pertains to the degree of flexibility of the prior that is required for optimal modelling of behaviour. Here we directly compare dynamic models (with continuously changing prior expectations) and static models (a stable prior for each experimental session) with their ability to describe regression effects in interval timing. Our results show that dynamic Bayesian models are superior when describing the responses to slow, continuous environmental changes, whereas static models are more suitable to describe responses to sudden changes. In time perception research, these results will be informative for the choice of adequate computational models and enhance our understanding of the neuronal computations underlying human timing behaviour.
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Affiliation(s)
| | - Tyler Bridgewater
- NTU Psychology, Nottingham Trent University, Nottingham, UK
- School of Psychology, Cardiff University, UK
| | - Julia Ayache
- NTU Psychology, Nottingham Trent University, Nottingham, UK
| | - Martin Riemer
- Biological Psychology and Neuroergonomics, Technical University Berlin, Berlin, Germany
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19
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Ren H, Li Z, Li J, Zhou J, He Y, Li C, Wang Q, Chen X, Tang J. Correlation Between Cortical Thickness Abnormalities of the Olfactory Sulcus and Olfactory Identification Disorder and Persistent Auditory Verbal Hallucinations in Chinese Patients With Chronic Schizophrenia. Schizophr Bull 2024; 50:1232-1242. [PMID: 38577952 PMCID: PMC11349016 DOI: 10.1093/schbul/sbae040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/06/2024]
Abstract
BACKGROUND AND HYPOTHESIS Persistent auditory verbal hallucinations (pAVHs) and olfactory identification impairment are common in schizophrenia (SCZ), but the neuroimaging mechanisms underlying both pAVHs and olfactory identification impairment are unclear. This study aimed to investigate whether pAVHs and olfactory identification impairment in SCZ patients are associated with changes in cortical thickness. STUDY DESIGN In this study, cortical thickness was investigated in 78 SCZ patients with pAVHs (pAVH group), 58 SCZ patients without AVHs (non-AVH group), and 83 healthy controls (HC group) using 3T magnetic resonance imaging. The severity of pAVHs was assessed by the Auditory Hallucination Rating Scale. Olfactory identification deficits were assessed using the Odor Stick Identification Test for Japanese (OSIT-J). In addition, the relationship between the severity of pAVHs and olfactory identification disorder and cortical thickness abnormalities was determined. STUDY RESULTS Significant reductions in cortical thickness were observed in the right medial orbital sulcus (olfactory sulcus) and right orbital sulcus (H-shaped sulcus) in the pAVH group compared to both the non-AVH and HC groups (P < .003, Bonferroni correction). Furthermore, the severity of pAVHs was found to be negatively correlated with the reduction in cortical thickness in the olfactory sulcus and H-shaped sulcus. Additionally, a decrease in cortical thickness in the olfactory sulcus showed a positive correlation with the OSIT-J scores (P < .05, false discovery rate correction). CONCLUSIONS Cortical thickness abnormalities in the olfactory sulcus may be a common neuroimaging mechanism for pAVHs and olfactory identification deficits in SCZ patients.
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Affiliation(s)
- Honghong Ren
- Department of Clinical Psychology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Clinical Psychology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Zongchang Li
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Jinguang Li
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Jun Zhou
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Ying He
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Chunwang Li
- Department of Radiology, Hunan Children’s Hospital, Changsha, China
| | - Qianjin Wang
- Department of Clinical Psychology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Department of Clinical Psychology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Xiaogang Chen
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Jinsong Tang
- Department of Psychiatry, Sir Run-Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, China
- Hunan Provincial Brain Hospital (The second people's Hospital of Hunan Province), Changsha, China
- Zigong Mental Health Center, Zigong, China
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20
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Arikan BE, Voudouris D, Straube B, Fiehler K. Distinct role of central predictive mechanisms in tactile suppression. iScience 2024; 27:110582. [PMID: 39188983 PMCID: PMC11345528 DOI: 10.1016/j.isci.2024.110582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 05/14/2024] [Accepted: 07/22/2024] [Indexed: 08/28/2024] Open
Abstract
Tactile sensitivity on a limb is reduced during movement. This tactile suppression results presumably from central predictive mechanisms that downregulate sensations caused during voluntary action. Suppression also occurs during passive movements, indicating a role for peripheral mechanisms, questioning the predictive nature of suppression. Yet, predictions existing beyond the motor domain (non-motor predictions) can also modulate tactile suppression. This study aimed to disentangle central motor predictive and peripheral feedback mechanisms while accounting for non-motor predictions. Participants detected tactile stimuli on their limb shortly before it moved in an active or passive manner. Passive movements were either fully (100%) or partially (50%) predictable. We found tactile suppression during both active and passive movements irrespective of whether the passive movements were predictable. Importantly, tactile suppression was stronger in active than passive movements highlighting the specific role of central predictive mechanisms.
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Affiliation(s)
- Belkis Ezgi Arikan
- Department of Experimental Psychology, Justus Liebig University Giessen, Otto-Behaghel Strasse 10F, Philosophikum I, 35394 Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB) of the University of Marburg, Justus Liebig University Giessen and University of Darmstadt, Hans-Meerwein-Strasse 6, 35032 Marburg, Germany
| | - Dimitris Voudouris
- Department of Experimental Psychology, Justus Liebig University Giessen, Otto-Behaghel Strasse 10F, Philosophikum I, 35394 Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB) of the University of Marburg, Justus Liebig University Giessen and University of Darmstadt, Hans-Meerwein-Strasse 6, 35032 Marburg, Germany
| | - Benjamin Straube
- Center for Mind, Brain and Behavior (CMBB) of the University of Marburg, Justus Liebig University Giessen and University of Darmstadt, Hans-Meerwein-Strasse 6, 35032 Marburg, Germany
- Department of Psychiatry and Psychotherapy, University of Marburg; Rudolf-Bultmann-Strasse 8, 35039 Marburg, Germany
| | - Katja Fiehler
- Department of Experimental Psychology, Justus Liebig University Giessen, Otto-Behaghel Strasse 10F, Philosophikum I, 35394 Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB) of the University of Marburg, Justus Liebig University Giessen and University of Darmstadt, Hans-Meerwein-Strasse 6, 35032 Marburg, Germany
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21
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Todorović S, Anton JL, Sein J, Nazarian B, Chanoine V, Rauchbauer B, Kotz SA, Runnqvist E. Cortico-Cerebellar Monitoring of Speech Sequence Production. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2024; 5:701-721. [PMID: 39175789 PMCID: PMC11338302 DOI: 10.1162/nol_a_00113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 06/27/2023] [Indexed: 08/24/2024]
Abstract
In a functional magnetic resonance imaging study, we examined speech error monitoring in a cortico-cerebellar network for two contrasts: (a) correct trials with high versus low articulatory error probability and (b) overtly committed errors versus correct trials. Engagement of the cognitive cerebellar region Crus I in both contrasts suggests that this region is involved in overarching performance monitoring. The activation of cerebellar motor regions (superior medial cerebellum, lobules VI and VIII) indicates the additional presence of a sensorimotor driven implementation of control. The combined pattern of pre-supplementary motor area (active across contrasts) and anterior cingulate cortex (only active in the contrast involving overt errors) activations suggests sensorimotor driven feedback monitoring in the medial frontal cortex, making use of proprioception and auditory feedback through overt errors. Differential temporal and parietal cortex activation across contrasts indicates involvement beyond sensorimotor driven feedback in line with speech production models that link these regions to auditory target processing and internal modeling-like mechanisms. These results highlight the presence of multiple, possibly hierarchically interdependent, mechanisms that support the optimizing of speech production.
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Affiliation(s)
- Snežana Todorović
- Laboratoire Parole et Langage, CNRS–Aix-Marseille Université, Aix-en-Provence, France
- Institute of Language, Communication and the Brain, Aix-en-Provence, France
| | - Jean-Luc Anton
- Centre IRM, Marseille, France
- INT, CNRS–Aix-Marseille Université, Marseille, France
| | - Julien Sein
- Centre IRM, Marseille, France
- INT, CNRS–Aix-Marseille Université, Marseille, France
| | - Bruno Nazarian
- Centre IRM, Marseille, France
- INT, CNRS–Aix-Marseille Université, Marseille, France
| | - Valérie Chanoine
- Institute of Language, Communication and the Brain, Aix-en-Provence, France
| | - Birgit Rauchbauer
- Laboratoire Parole et Langage, CNRS–Aix-Marseille Université, Aix-en-Provence, France
- Institute of Language, Communication and the Brain, Aix-en-Provence, France
| | - Sonja A. Kotz
- Department of Neuropsychology and Psychopharmacology, Maastricht University, Maastricht, The Netherlands
- Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Elin Runnqvist
- Laboratoire Parole et Langage, CNRS–Aix-Marseille Université, Aix-en-Provence, France
- Institute of Language, Communication and the Brain, Aix-en-Provence, France
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22
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Wang XM, Southwick D, Robinson I, Nitsche M, Resch G, Mazalek A, Welsh TN. Prolonged exposure to mixed reality alters task performance in the unmediated environment. Sci Rep 2024; 14:18938. [PMID: 39147910 PMCID: PMC11327334 DOI: 10.1038/s41598-024-69116-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 07/31/2024] [Indexed: 08/17/2024] Open
Abstract
The popularity of mixed reality (MR) technologies, including virtual (VR) and augmented (AR) reality, have advanced many training and skill development applications. If successful, these technologies could be valuable for high-impact professional training, like medical operations or sports, where the physical resources could be limited or inaccessible. Despite MR's potential, it is still unclear whether repeatedly performing a task in MR would affect performance in the same or related tasks in the physical environment. To investigate this issue, participants executed a series of visually-guided manual pointing movements in the physical world before and after spending one hour in VR or AR performing similar movements. Results showed that, due to the MR headsets' intrinsic perceptual geometry, movements executed in VR were shorter and movements executed in AR were longer than the veridical Euclidean distance. Crucially, the sensorimotor bias in MR conditions also manifested in the subsequent post-test pointing task; participants transferring from VR initially undershoot whereas those from AR overshoot the target in the physical environment. These findings call for careful consideration of MR-based training because the exposure to MR may perturb the sensorimotor processes in the physical environment and negatively impact performance accuracy and transfer of training from MR to UR.
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Affiliation(s)
- Xiaoye Michael Wang
- Faculty of Kinesiology & Physical Education, University of Toronto, Toronto, ON, Canada.
| | - Daniel Southwick
- Synaesthetic Media Lab, Toronto Metropolitan University, Toronto, ON, Canada
| | - Ian Robinson
- Synaesthetic Media Lab, Toronto Metropolitan University, Toronto, ON, Canada
| | - Michael Nitsche
- Ivan Allen College of Liberal Arts, Georgia Institute of Technology, Atlanta, GA, USA
| | - Gabby Resch
- Faculty of Business and Information Technology, Ontario Tech University, Oshawa, ON, Canada
| | - Ali Mazalek
- Synaesthetic Media Lab, Toronto Metropolitan University, Toronto, ON, Canada
| | - Timothy N Welsh
- Faculty of Kinesiology & Physical Education, University of Toronto, Toronto, ON, Canada
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King M, Bruinsma S, Ivry RB. No Evidence for Semantic Prediction Deficits in Individuals With Cerebellar Degeneration. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2024; 5:635-651. [PMID: 39175790 PMCID: PMC11338309 DOI: 10.1162/nol_a_00083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 09/21/2022] [Indexed: 08/24/2024]
Abstract
Cerebellar involvement in language processing has received considerable attention in the neuroimaging and neuropsychology literatures. Building off the motor control literature, one account of this involvement centers on the idea of internal models. In the context of language, this hypothesis suggests that the cerebellum is essential for building semantic models that, in concert with the cerebral cortex, help anticipate or predict linguistic input. To date, supportive evidence has primarily come from neuroimaging studies showing that cerebellar activation increases in contexts in which semantic predictions are generated and violated. Taking a neuropsychological approach, we put the internal model hypothesis to the test, asking if individuals with cerebellar degeneration (n = 14) show reduced sensitivity to semantic prediction. Using a sentence verification task, we compare reaction time to sentences that vary in terms of cloze probability. We also evaluated a more constrained variant of the prediction hypothesis, asking if the cerebellum facilitates the generation of semantic predictions when the content of a sentence refers to a dynamic rather than static mental transformation. The results failed to support either hypothesis: Compared to matched control participants (n = 17), individuals with cerebellar degeneration showed a similar reduction in reaction time for sentences with high cloze probability and no selective impairment in predictions involving dynamic transformations. These results challenge current theorizing about the role of the cerebellum in language processing, pointing to a misalignment between neuroimaging and neuropsychology research on this topic.
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Affiliation(s)
- Maedbh King
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Sienna Bruinsma
- Department of Psychology, University of California, Berkeley, CA, USA
| | - Richard B. Ivry
- Department of Psychology, University of California, Berkeley, CA, USA
- Helen Wills Neuroscience Institute, University of California, Berkeley, CA, USA
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24
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Apreutesei D, Cressman EK. The effects of mental fatigue on explicit and implicit contributions to visuomotor adaptation. PLoS One 2024; 19:e0307739. [PMID: 39146351 PMCID: PMC11326645 DOI: 10.1371/journal.pone.0307739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 07/10/2024] [Indexed: 08/17/2024] Open
Abstract
The goal of the current research was to establish the impact of mental fatigue on the contributions of explicit (i.e., conscious strategy) and implicit (unconscious) processes to visuomotor adaptation. Participants were divided into two groups, a Mental Fatigue (MF) group who completed a cognitively demanding 32-minute time load dual back task (TLDB), and a Control group who watched a documentary for a similar length of time. Following the TLDB task or documentary watching, participants trained to reach with a visuomotor distortion, such that cursor feedback was rotated 40º clockwise relative to hand motion. Explicit and implicit contributions to visuomotor adaptation were assessed following 3 blocks of 45 rotated reach training trials and again following a 20-minute rest. Levels of mental fatigue, as indicated on a self-report scale, increased significantly for the MF group following the TLDB task. The Control group did not display a similar increase in mental fatigue following the documentary watching. Results then revealed a decrease in visuomotor adaptation early in training for the MF group compared to the Control group, as well as decreased retention of visuomotor adaptation immediately following the 20-minute rest. Furthermore, correlational analyses revealed that greater levels of mental fatigue reported by participants in the MF group were associated with less explicit adaptation and greater implicit adaptation. Similar trends were not observed for the Control group. Taken together, the decreased visuomotor adaptation observed early in training, as well as the moderate correlation between increased mental fatigue and decreased explicit adaptation, suggest that mental fatigue decreases one's ability to engage in explicit processing, limiting the overall extent of initial visuomotor adaptation achieved.
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Affiliation(s)
- David Apreutesei
- Faculty of Health Sciences, School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada
| | - Erin K Cressman
- Faculty of Health Sciences, School of Human Kinetics, University of Ottawa, Ottawa, Ontario, Canada
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25
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Leeuwis M, Asar Y, White JJ, Rasman BG, Forbes PA. Different mechanisms of contextual inference govern associatively learned and sensory-evoked postural responses. Proc Natl Acad Sci U S A 2024; 121:e2404909121. [PMID: 39093946 PMCID: PMC11317596 DOI: 10.1073/pnas.2404909121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Accepted: 06/30/2024] [Indexed: 08/04/2024] Open
Abstract
Human standing balance relies on the continuous monitoring and integration of sensory signals to infer our body's motion and orientation within the environment. However, when sensory information is no longer contextually relevant to balancing the body (e.g., when sensory and motor signals are incongruent), sensory-evoked balance responses are rapidly suppressed, much earlier than any conscious perception of changes in balance control. Here, we used a robotic balance simulator to assess whether associatively learned postural responses are similarly modulated by sensorimotor incongruence and contextual relevance to postural control. Twenty-nine participants in three groups were classically conditioned to generate postural responses to whole-body perturbations when presented with an initially neutral sound cue. During catch and extinction trials, participants received only the auditory stimulus but in different sensorimotor states corresponding to their group: 1) during normal active balance, 2) while immobilized, and 3) throughout periods where the computer subtly removed active control over balance. In the balancing and immobilized states, conditioned responses were either evoked or suppressed, respectively, according to the (in)ability to control movement. Following the immobilized state, conditioned responses were renewed when balance was restored, indicating that conditioning was retained but only expressed when contextually relevant. In contrast, conditioned responses persisted in the computer-controlled state even though there was no causal relationship between motor and sensory signals. These findings suggest that mechanisms responsible for sensory-evoked and conditioned postural responses do not share a single, central contextual inference and assessment of their relevance to postural control, and may instead operate in parallel.
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Affiliation(s)
- Matto Leeuwis
- Department of Neuroscience, Erasmus MC, University Medical Center Rotterdam, Rotterdam3015 GD, The Netherlands
| | - Yomna Asar
- Department of Neuroscience, Erasmus MC, University Medical Center Rotterdam, Rotterdam3015 GD, The Netherlands
| | - Joshua J. White
- Department of Neuroscience, Erasmus MC, University Medical Center Rotterdam, Rotterdam3015 GD, The Netherlands
| | - Brandon G. Rasman
- Department of Neuroscience, Erasmus MC, University Medical Center Rotterdam, Rotterdam3015 GD, The Netherlands
- Department of Sensorimotor Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen6525 GD, The Netherlands
| | - Patrick A. Forbes
- Department of Neuroscience, Erasmus MC, University Medical Center Rotterdam, Rotterdam3015 GD, The Netherlands
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26
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Sinha N, Israely S, Harosh OB, Harel R, Dewald JP, Prut Y. Disentangling acute motor deficits and adaptive responses evoked by the loss of cerebellar output. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.21.595172. [PMID: 38826200 PMCID: PMC11142089 DOI: 10.1101/2024.05.21.595172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
Individuals with cerebellar deficits exhibit a broad range of motor impairments when performing voluntary movements. However, the sequence of events leading to these impairments and the distinction between primary and compensatory processes remain unclear. We addressed this question by reversibly blocking cerebellar outflow in monkeys performing planar center-out movements. We found that a reduced hand velocity observed when blocking cerebellar outflow during reaching movements is due to a decrease in muscle torque and a spatially tuned reduction in velocity, particularly pronounced during movements involving inter-joint interactions. The time course of these two processes was examined using the sequence of trials of movements to the same target when blocking cerebellar outflow. We found that during multi-joint reaching movements, the reduced velocity was driven by an acute deficit superimposed on a gradually emergent strategic slowing aimed to minimize passive inter-joint interactions. Finally, the reduction in velocity could not explain the increased motor noise observed during a cerebellar block, which manifested as decomposed and variable trajectories. Our results suggest that loss of cerebellar signals leads to motor impairments through insufficient muscle torques and altered motor control strategy to compensate for the impaired control of limb dynamics. However, impaired feedforward control also increases motor noise, which cannot be strategically eliminated. Significance Statement Our study examined the impact of cerebellar dysfunction on movement control by reversibly blocking the cerebellar output in monkeys. During a cerebellar block, reaching movements initially slowed due to an acute deficit in generating muscle torque. Beyond this primary deficit, there appeared to be a secondary, strategic slowing down of movements aimed at mitigating inter-joint interactions associated with rapid, ballistic movements. Finally, during the cerebellar block we observed movement variability increased independently of the reduced velocity, likely reflecting errors in movement planning. These findings highlight the role of the cerebellar in movement control and delineate the processes following cerebellar dysfunction that culminate in a broad range of motor impairments.
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27
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Keller GB, Sterzer P. Predictive Processing: A Circuit Approach to Psychosis. Annu Rev Neurosci 2024; 47:85-101. [PMID: 38424472 DOI: 10.1146/annurev-neuro-100223-121214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2024]
Abstract
Predictive processing is a computational framework that aims to explain how the brain processes sensory information by making predictions about the environment and minimizing prediction errors. It can also be used to explain some of the key symptoms of psychotic disorders such as schizophrenia. In recent years, substantial advances have been made in our understanding of the neuronal circuitry that underlies predictive processing in cortex. In this review, we summarize these findings and how they might relate to psychosis and to observed cell type-specific effects of antipsychotic drugs. We argue that quantifying the effects of antipsychotic drugs on specific neuronal circuit elements is a promising approach to understanding not only the mechanism of action of antipsychotic drugs but also psychosis. Finally, we outline some of the key experiments that should be done. The aims of this review are to provide an overview of the current circuit-based approaches to psychosis and to encourage further research in this direction.
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Affiliation(s)
- Georg B Keller
- Friedrich Miescher Institute for Biomedical Research, Basel, Switzerland;
- Faculty of Natural Science, University of Basel, Basel, Switzerland
| | - Philipp Sterzer
- Department of Psychiatry, University of Basel, Basel, Switzerland
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28
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Hirao Y, Amemiya T, Narumi T, Argelaguet F, Lecuyer A. Leveraging Tendon Vibration to Enhance Pseudo-Haptic Perceptions in VR. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 2024; 30:5861-5874. [PMID: 37647196 DOI: 10.1109/tvcg.2023.3310001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
Abstract
Pseudo-haptic techniques are used to modify haptic perception by appropriately changing visual feedback to body movements. Based on the knowledge that tendon vibration can affect our somatosensory perception, this article proposes a method for leveraging tendon vibration to enhance pseudo-haptics during free arm motion. Three experiments were performed to examine the impact of tendon vibration on the range and resolution of pseudo-haptics. The first experiment investigated the effect of tendon vibration on the detection threshold of the discrepancy between visual and physical motion. The results indicated that vibrations applied to the inner tendons of the wrist and elbow increased the threshold, suggesting that tendon vibration can augment the applicable visual motion gain by approximately 13% without users detecting the visual/physical discrepancy. Furthermore, the results demonstrate that tendon vibration acts as noise on haptic motion cues. The second experiment assessed the impact of tendon vibration on the resolution of pseudo-haptics by determining the just noticeable difference in pseudo-weight perception. The results suggested that the tendon vibration does not largely compromise the resolution of pseudo-haptics. The third experiment evaluated the equivalence between the weight perception triggered by tendon vibration and that by visual motion gain, that is, the point of subjective equality. The results revealed that vibration amplifies the weight perception and its effect was equivalent to that obtained using a gain of 0.64 without vibration, implying that the tendon vibration also functions as an additional haptic cue. Our results provide design guidelines and future work for enhancing pseudo-haptics with tendon vibration.
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29
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Ban Y, Ujitoko Y. Age and Gender Differences in the Pseudo-Haptic Effect on Computer Mouse Operation in a Desktop Environment. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 2024; 30:5566-5580. [PMID: 37450361 DOI: 10.1109/tvcg.2023.3295389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/18/2023]
Abstract
Pseudo-haptics is a method that can provide a haptic sensation without requiring a physical haptic device. The effect of pseudo-haptics is known to depend on the individual, but it is unclear which factors cause individual differences. As the first study establishing a calibration method for these differences in future research, we examined the differences in the pseudo-haptic effect on mouse cursor operation in a desktop environment depending on the age and gender of the user. We conducted an online experiment and collected data from more than 400 participants. The participants performed a task of lifting a virtual object with a mouse pointer. We found that the effect of pseudo-haptics was greater in younger or male participants than in older or female participants. We also found that the effect of pseudo-haptics, which varied with age and gender, can be explained by habituation to the mouse in daily life and the accuracy of detecting the pointer position using vision or proprioception. Specifically, the pseudo-haptic effect was higher for those who used the mouse more frequently and had higher accuracy in identifying the pointer position using proprioception or vision. The results of the present study not only indicate the factors that cause age and gender differences but also provide hints for calibrating these differences.
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30
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Akyüz N, Marien H, Stok FM, Driessen JMA, Aarts H. Choice effects on temporal binding of action and outcomes: Examining the role of outcome focus and measures of time interval estimation. Acta Psychol (Amst) 2024; 248:104434. [PMID: 39079191 DOI: 10.1016/j.actpsy.2024.104434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 07/12/2024] [Accepted: 07/24/2024] [Indexed: 08/24/2024] Open
Abstract
The ability to make one's own choices is vital to the experience of intentional behavior. Such agency experiences are reflected in the perceptual compression of time between actions and resulting outcomes. Whereas some studies show that choice limitations weaken temporal binding, other studies do not find such an effect. Reviewing the literature, we noted two potential factors that may moderate choice limitation effects on temporal binding: (a) the extent to which individuals represent their actions in terms of the consequences they produce; and (b) the response mode of the time interval estimation measurement where participants report numbers or use a slider to indicate time intervals. Testing these conceptual and methodological factors in two separate experiments yielded clear effects of choice limitation on temporal binding but no clear moderator role of the two factors. Interestingly, overall analyses showed that the choice limitation effect gradually vanishes over time.
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Affiliation(s)
- Nil Akyüz
- Department of Psychology, Utrecht University, Utrecht, the Netherlands.
| | - Hans Marien
- Department of Psychology, Utrecht University, Utrecht, the Netherlands.
| | - F Marijn Stok
- Department of Interdisciplinary Social Science, Utrecht University, Utrecht, the Netherlands.
| | - Josi M A Driessen
- Department of Psychology, Utrecht University, Utrecht, the Netherlands.
| | - Henk Aarts
- Department of Psychology, Utrecht University, Utrecht, the Netherlands.
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31
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Cheema N, Yielder P, Sanmugananthan P, Ambalavanar U, Murphy B. Impact of subclinical neck pain on eye and hand movements in goal-directed upper limb aiming movements. Hum Mov Sci 2024; 96:103238. [PMID: 38824805 DOI: 10.1016/j.humov.2024.103238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 04/13/2024] [Accepted: 05/20/2024] [Indexed: 06/04/2024]
Abstract
Individuals with untreated, mild-to-moderate recurrent neck pain or stiffness (subclinical neck pain (SCNP)) have been shown to have impairments in upper limb proprioception, and altered cerebellar processing. It is probable that aiming trajectories will be impacted since individuals with SCNP cannot rely on accurate proprioceptive feedback or feedforward processing (body schema) for movement planning and execution, due to altered afferent input from the neck. SCNP participants may thus rely more on visual feedback, to accommodate for impaired cerebellar processing. This quasi-experimental study sought to determine whether upper limb kinematics and oculomotor processes were impacted in those with SCNP. 25 SCNP and 25 control participants who were right-hand dominant performed bidirectional aiming movements using two different weighted styli (light or heavy) while wearing an eye-tracking device. Those with SCNP had a greater time to and time after peak velocity, which corresponded with a longer upper limb movement and reaction time, seen as greater constant error, less undershoot in the upwards direction and greater undershoot in the downwards direction compared to controls. SCNP participants also showed a trend towards a quicker ocular reaction and movement time compared to controls, while the movement distance was fairly similar between groups. This study indicates that SCNP alters aiming performances, with greater reliance on visual feedback, likely due to altered proprioceptive input leading to altered cerebellar processing.
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Affiliation(s)
- Navika Cheema
- Faculty of Health Sciences, Ontario Tech University, Oshawa, ON L1G 0C5, Canada
| | - Paul Yielder
- Faculty of Health Sciences, Ontario Tech University, Oshawa, ON L1G 0C5, Canada
| | | | - Ushani Ambalavanar
- Faculty of Health Sciences, Ontario Tech University, Oshawa, ON L1G 0C5, Canada
| | - Bernadette Murphy
- Faculty of Health Sciences, Ontario Tech University, Oshawa, ON L1G 0C5, Canada.
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32
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Egger SW, Keemink SW, Goldman MS, Britten KH. Context-dependence of deterministic and nondeterministic contributions to closed-loop steering control. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.26.605325. [PMID: 39131368 PMCID: PMC11312469 DOI: 10.1101/2024.07.26.605325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/13/2024]
Abstract
In natural circumstances, sensory systems operate in a closed loop with motor output, whereby actions shape subsequent sensory experiences. A prime example of this is the sensorimotor processing required to align one's direction of travel, or heading, with one's goal, a behavior we refer to as steering. In steering, motor outputs work to eliminate errors between the direction of heading and the goal, modifying subsequent errors in the process. The closed-loop nature of the behavior makes it challenging to determine how deterministic and nondeterministic processes contribute to behavior. We overcome this by applying a nonparametric, linear kernel-based analysis to behavioral data of monkeys steering through a virtual environment in two experimental contexts. In a given context, the results were consistent with previous work that described the transformation as a second-order linear system. Classically, the parameters of such second-order models are associated with physical properties of the limb such as viscosity and stiffness that are commonly assumed to be approximately constant. By contrast, we found that the fit kernels differed strongly across tasks in these and other parameters, suggesting context-dependent changes in neural and biomechanical processes. We additionally fit residuals to a simple noise model and found that the form of the noise was highly conserved across both contexts and animals. Strikingly, the fitted noise also closely matched that found previously in a human steering task. Altogether, this work presents a kernel-based analysis that characterizes the context-dependence of deterministic and non-deterministic components of a closed-loop sensorimotor task.
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Affiliation(s)
- Seth W. Egger
- Center for Neuroscience, University of California, Davis
| | - Sander W. Keemink
- Department of Neurobiology, Physiology and Behavior, University of California, Davis
| | - Mark S. Goldman
- Center for Neuroscience, University of California, Davis
- Department of Neurobiology, Physiology and Behavior, University of California, Davis
- Department of Ophthalmology and Vision Science, University of California, Davis
| | - Kenneth H. Britten
- Center for Neuroscience, University of California, Davis
- Department of Neurobiology, Physiology and Behavior, University of California, Davis
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33
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Müller C, Bendixen A, Kopiske K. Sensorimotor adaptation impedes perturbation detection in grasping. Psychon Bull Rev 2024:10.3758/s13423-024-02543-y. [PMID: 39048890 DOI: 10.3758/s13423-024-02543-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2024] [Indexed: 07/27/2024]
Abstract
Humans achieve skilled actions by continuously correcting for motor errors or perceptual misjudgments, a process called sensorimotor adaptation. This can occur with the actor both detecting (explicitly) and not detecting the error (implicitly). We investigated how the magnitude of a perturbation and the corresponding error signal each contribute to the detection of a size perturbation during interaction with real-world objects. Participants grasped cuboids of different lengths in a mirror-setup allowing us to present different sizes for seen and felt cuboids, respectively. Visuo-haptic size mismatches (perturbations) were introduced either abruptly or followed a sinusoidal schedule. These schedules dissociated the error signal from the visuo-haptic mismatch: Participants could fully adapt their grip and reduce the error when a perturbation was introduced abruptly and then stayed the same, but not with a constantly changing sinusoidal perturbation. We compared participants' performance in a two-alternative forced choice (2AFC) task where participants judged these mismatches, and modelled error-correction in grasping movements by looking at changes in maximum grip apertures, measured using motion tracking. We found similar mismatch-detection performance with sinusoidal perturbation schedules and the first trial after an abrupt change, but decreasing performance over further trials for the latter. This is consistent with the idea that reduced error signals following adaptation make it harder to detect perturbations. Error-correction parameters indicated stronger error-correction in abruptly introduced perturbations. However, we saw no correlation between error-correction and overall mismatch-detection performance. This emphasizes the distinct contributions of the perturbation magnitude and the error signal in helping participants detect sensory perturbations.
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Affiliation(s)
- Carl Müller
- Cognitive Systems Lab, Institute of Physics, Chemnitz University of Technology, 09126, Chemnitz, Germany.
| | - Alexandra Bendixen
- Cognitive Systems Lab, Institute of Physics, Chemnitz University of Technology, 09126, Chemnitz, Germany
| | - Karl Kopiske
- Cognitive Systems Lab, Institute of Physics, Chemnitz University of Technology, 09126, Chemnitz, Germany
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34
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Takagi A, Kashino M. Distribution of control during bimanual movement and stabilization. Sci Rep 2024; 14:16506. [PMID: 39019893 PMCID: PMC11255328 DOI: 10.1038/s41598-024-67303-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 07/10/2024] [Indexed: 07/19/2024] Open
Abstract
In two-handed actions like baseball batting, the brain can allocate the control to each arm in an infinite number of ways. According to hemispheric specialization theory, the dominant hemisphere is adept at ballistic control, while the non-dominant hemisphere is specialized at postural stabilization, so the brain should divide the control between the arms according to their respective specialization. Here, we tested this prediction by examining how the brain shares the control between the dominant and non-dominant arms during bimanual reaching and postural stabilization. Participants reached with both hands, which were tied together by a stiff virtual spring, to a target surrounded by an unstable repulsive force field. If the brain exploits each hemisphere's specialization, then the dominant arm should be responsible for acceleration early in the movement, and the non-dominant arm will be the prime actor at the end when holding steady against the force field. The power grasp force, which signifies the postural stability of each arm, peaked at movement termination but was equally large in both arms. Furthermore, the brain predominantly used the arm that could use the stronger flexor muscles to mainly accelerate the movement. These results point to the brain flexibly allocating the control to each arm according to the task goal without adhering to a strict specialization scheme.
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Affiliation(s)
- Atsushi Takagi
- NTT Communication Science Laboratories, 3-1 Morinosato Wakamiya, Atsugi, Kanagawa, 243-0198, Japan.
| | - Makio Kashino
- NTT Communication Science Laboratories, 3-1 Morinosato Wakamiya, Atsugi, Kanagawa, 243-0198, Japan
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35
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Mitoma H, Manto M, Shaikh AG. Alcohol Toxicity in the Developing Cerebellum. Diagnostics (Basel) 2024; 14:1415. [PMID: 39001305 PMCID: PMC11241390 DOI: 10.3390/diagnostics14131415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 06/27/2024] [Accepted: 06/28/2024] [Indexed: 07/16/2024] Open
Abstract
The impact of ethanol on the fetus is a significant concern as an estimated 2-5% of live births may be affected by prenatal alcohol exposure. This exposure can lead to various functional and structural abnormalities in the cerebral cortex, basal ganglia, diencephalon, and cerebellum, resulting in region-specific symptoms. The deficits relate to the motor and cognitive domains, affecting, in particular, general intelligence, attention, executive functions, language, memory, visual perception, and social skills-collectively called the fetal alcohol spectrum disorder (FASD). Recent studies suggest that damage to the developing cerebellum (in form of alcohol exposure) can impair the cortical targets of the cerebello-thalamo-cortical tract. This malfunction in the cerebello-cerebral loop optimization may be due to disruptions in the formation of the foundational elements of the internal model within the developing cerebellum. Alcohol exposure targets multiple nodes in the reciprocal loops between the cerebellum and cerebral cortex. Here, we examine the possibility that prenatal alcohol exposure damages the developing cerebellum and disrupts the connectivity within the cerebello-cerebral neuronal circuits, exacerbating FASD-related cortical dysfunctions. We propose that malfunctions between cerebellar internal model (critically involved in predictions) and cerebral regions contribute to the deficits observed in FASD. Given the major role of the cerebellum in motor, cognitive, and affective functions, we suggest that therapies should target these malfunctions to mitigate the burden of FASD. We discuss the concept of therapies oriented towards malfunctioning cerebello-cerebral loops (TOMCCLs), emphasizing anti-inflammatory strategies and treatments aimed at modulating cerebellar myelination to restore optimal and predictive cerebello-cerebral functions.
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Affiliation(s)
- Hiroshi Mitoma
- Medical Education Promotion Center, Tokyo Medical University, Tokyo 160-0023, Japan
| | - Mario Manto
- Unité des Ataxies Cérébelleuses, Service de Neurologie, CHU-Charleroi, 6000 Charleroi, Belgium
- Service des Neurosciences, University of Mons, 7000 Mons, Belgium
| | - Aasef G Shaikh
- Louis Stokes Cleveland VA Medical Center, University Hospitals Cleveland Medical Center, Cleveland, OH 44106, USA
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36
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Choi K, Choe Y, Park H. Reinforcement Learning May Demystify the Limited Human Motor Learning Efficacy Due to Visual-Proprioceptive Mismatch. Int J Neural Syst 2024; 34:2450037. [PMID: 38655914 DOI: 10.1142/s0129065724500370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
Vision and proprioception have fundamental sensory mismatches in delivering locational information, and such mismatches are critical factors limiting the efficacy of motor learning. However, it is still not clear how and to what extent this mismatch limits motor learning outcomes. To further the understanding of the effect of sensory mismatch on motor learning outcomes, a reinforcement learning algorithm and the simplified biomechanical elbow joint model were employed to mimic the motor learning process in a computational environment. By applying a reinforcement learning algorithm to the motor learning of elbow joint flexion task, simulation results successfully explained how visual-proprioceptive mismatch limits motor learning outcomes in terms of motor control accuracy and task completion speed. The larger the perceived angular offset between the two sensory modalities, the lower the motor control accuracy. Also, the more similar the peak reward amplitude of the two sensory modalities, the lower the motor control accuracy. In addition, simulation results suggest that insufficient exploration rate limits task completion speed, and excessive exploration rate limits motor control accuracy. Such a speed-accuracy trade-off shows that a moderate exploration rate could serve as another important factor in motor learning.
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Affiliation(s)
- Kyungrak Choi
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Yoonsuck Choe
- Department of Computer Science and Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Hangue Park
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
- Department of Biomedical Engineering, Sungkyunkwan University, Suwon, South Korea
- Department of Intelligent Precision Healthcare Convergence, Sungkyunkwan University, Suwon, South Korea
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37
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Wong AL, Eyssalenne AN, Carter L, Therrien AS. Different sensory information is used for state estimation when stationary or moving. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.09.01.555979. [PMID: 37732193 PMCID: PMC10508725 DOI: 10.1101/2023.09.01.555979] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
The accurate estimation of limb state is necessary for movement planning and execution. While state estimation requires both feedforward and feedback information, we focus here on the latter. Prior literature has shown that integrating visual and proprioceptive feedback improves estimates of static limb position. However, differences in visual and proprioceptive feedback delays suggest that multisensory integration could be disadvantageous when the limb is moving. We formalized this hypothesis by modeling feedback-based state estimation using the longstanding maximum likelihood estimation model of multisensory integration, which we updated to account for sensory delays. Our model predicted that the benefit of multisensory integration was largely lost when the limb was passively moving. We tested this hypothesis in a series of experiments in human subjects that compared the degree of interference created by discrepant visual or proprioceptive feedback when estimating limb position either statically at the end of the movement or dynamically at movement midpoint. In the static case, we observed significant interference: discrepant feedback in one modality systematically biased sensory estimates based on the other modality. However, no interference was seen in the dynamic case: participants could ignore sensory feedback from one modality and accurately reproduce the motion indicated by the other modality. Together, these findings suggest that the sensory feedback used to compute a state estimate differs depending on whether the limb is stationary or moving. While the former may tend toward multimodal integration, the latter is more likely to be based on feedback from a single sensory modality.
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Affiliation(s)
- Aaron L Wong
- Moss Rehabilitation Research Institute, Thomas Jefferson University, Elkins Park, PA, USA
- Department of Rehabilitation Medicine, Thomas Jefferson University, Philadelphia, PA, USA
| | - Alyssa N Eyssalenne
- Moss Rehabilitation Research Institute, Thomas Jefferson University, Elkins Park, PA, USA
| | - Luke Carter
- Moss Rehabilitation Research Institute, Thomas Jefferson University, Elkins Park, PA, USA
| | - Amanda S Therrien
- Moss Rehabilitation Research Institute, Thomas Jefferson University, Elkins Park, PA, USA
- Department of Rehabilitation Medicine, Thomas Jefferson University, Philadelphia, PA, USA
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Ryan CP, Ciotti S, Balestrucci P, Bicchi A, Lacquaniti F, Bianchi M, Moscatelli A. The relativity of reaching: Motion of the touched surface alters the trajectory of hand movements. iScience 2024; 27:109871. [PMID: 38784005 PMCID: PMC11112373 DOI: 10.1016/j.isci.2024.109871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 11/10/2023] [Accepted: 04/29/2024] [Indexed: 05/25/2024] Open
Abstract
For dexterous control of the hand, humans integrate sensory information and prior knowledge regarding their bodies and the world. We studied the role of touch in hand motor control by challenging a fundamental prior assumption-that self-motion of inanimate objects is unlikely upon contact. In a reaching task, participants slid their fingertips across a robotic interface, with their hand hidden from sight. Unbeknownst to the participants, the robotic interface remained static, followed hand movement, or moved in opposition to it. We considered two hypotheses. Either participants were able to account for surface motion or, if the stationarity assumption held, they would integrate the biased tactile cues and proprioception. Motor errors consistent with the latter hypothesis were observed. The role of visual feedback, tactile sensitivity, and friction was also investigated. Our study carries profound implications for human-machine collaboration in a world where objects may no longer conform to the stationarity assumption.
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Affiliation(s)
- Colleen P. Ryan
- Department of Systems Medicine and Centre of Space Biomedicine, University of Rome Tor Vergata, 00133 Rome, Italy
- Laboratory of Neuromotor Physiology, Santa Lucia Foundation IRCCS, 00179 Rome, Italy
| | - Simone Ciotti
- Laboratory of Neuromotor Physiology, Santa Lucia Foundation IRCCS, 00179 Rome, Italy
- Research Centre E. Piaggio and Department of Information Engineering, University of Pisa, 56122 Pisa, Italy
| | - Priscilla Balestrucci
- Laboratory of Neuromotor Physiology, Santa Lucia Foundation IRCCS, 00179 Rome, Italy
| | - Antonio Bicchi
- Research Centre E. Piaggio and Department of Information Engineering, University of Pisa, 56122 Pisa, Italy
- Istituto Italiano di Tecnologia, 16163 Genova, Italy
| | - Francesco Lacquaniti
- Department of Systems Medicine and Centre of Space Biomedicine, University of Rome Tor Vergata, 00133 Rome, Italy
- Laboratory of Neuromotor Physiology, Santa Lucia Foundation IRCCS, 00179 Rome, Italy
| | - Matteo Bianchi
- Research Centre E. Piaggio and Department of Information Engineering, University of Pisa, 56122 Pisa, Italy
| | - Alessandro Moscatelli
- Department of Systems Medicine and Centre of Space Biomedicine, University of Rome Tor Vergata, 00133 Rome, Italy
- Laboratory of Neuromotor Physiology, Santa Lucia Foundation IRCCS, 00179 Rome, Italy
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Ambalavanar U, Haavik H, Rotondi NK, Murphy BA. Development of the Sensory-Motor Dysfunction Questionnaire and Pilot Reliability Testing. Brain Sci 2024; 14:619. [PMID: 38928619 PMCID: PMC11202203 DOI: 10.3390/brainsci14060619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 06/18/2024] [Accepted: 06/19/2024] [Indexed: 06/28/2024] Open
Abstract
Both chronic and recurrent spinal pain alter sensorimotor integration (SMI), which is demonstrated using complex neurophysiological techniques. Currently, there is no patient-reported outcome measure that documents and/or assesses SMI in populations with spinal problems. The purpose of this study was to develop the Sensory-Motor Dysfunction Questionnaire (SMD-Q) and assess its test-retest reliability and internal consistency in individuals with recurrent spinal pain. The SMD-Q was developed based on the existing literature on motor control disturbances associated with disordered SMI. The initial SMD-Q drafts underwent review by two separate panels of subject matter experts and a focus group with subclinical spine pain. Their suggestions were incorporated into the questionnaire prior to reliability testing. The questionnaire was administered twice at a seven-day interval using QualtricsTM. A total of 20 participants (14 females and 6 males; 20.95 ± 2.46 years of age) completed the study. Quadratic weighted kappa (Kw) was used to assess test-retest reliability and Cronbach's alpha (α) was used to assess internal consistency. Four items had a Kw < 0.40, seven had a 0.40 < Kw < 0.75, and one had a Kw > 0.75 (excellent agreement), with excellent internal consistency (α > 0.90). The pilot SMD-Q appears to reliably measure altered SMI, suggesting that revisions and testing with a larger sample are worth pursuing.
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Affiliation(s)
- Ushani Ambalavanar
- Faculty of Health Sciences, Institute of Technology, University of Ontario, 2000 Simcoe St. N., Oshawa, ON L1G 0C5, Canada
| | - Heidi Haavik
- Center of Chiropractic Research, New Zealand College of Chiropractic, Mount Wellington, Auckland 1060, New Zealand
| | - Nooshin Khobzi Rotondi
- Faculty of Health Sciences, Institute of Technology, University of Ontario, 2000 Simcoe St. N., Oshawa, ON L1G 0C5, Canada
| | - Bernadette Ann Murphy
- Faculty of Health Sciences, Institute of Technology, University of Ontario, 2000 Simcoe St. N., Oshawa, ON L1G 0C5, Canada
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Korol AS, Gritsenko V. Differential Impact of Biomechanical Constraints on Control Signal Dimensionality for Gravity Support Versus Propulsion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.12.579990. [PMID: 38405751 PMCID: PMC10888848 DOI: 10.1101/2024.02.12.579990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Neural control of movement has to overcome the problem of redundancy in the multidimensional musculoskeletal system. The problem can be solved by reducing the dimensionality of the control space of motor commands, i.e., through muscle synergies or motor primitives. Evidence for this solution exists, multiple studies have obtained muscle synergies using decomposition methods. These synergies vary across different workspaces and are present in both dominant and non-dominant limbs. Here we explore the dimensionality of control space by examining muscle activity patterns across reaching movements in different directions starting from different postures performed bilaterally by healthy individuals. We further explore the effect of biomechanical constraints on the dimensionality of control space. We are building on top of prior work showing that muscle activity profiles can be explained by applied moments about the limb joints that reflect the biomechanical constraints. These muscle torques derived from motion capture represent the combined actions of muscle contractions that are under the control of the nervous system. Here we test the generalizability of the relationship between muscle torques and muscle activity profiles across different starting positions and between limbs. We also test a hypothesis that the dimensionality of control space is shaped by biomechanical constraints. We used principal component analysis to evaluate the contribution of individual muscles to producing muscle torques across different workspaces and in both dominant and non-dominant limbs. Results generalize and support the hypothesis. We show that the muscle torques that support the limb against gravity are produced by more consistent combinations of muscle co-contraction than those that produce propulsion. This effect was the strongest in the non-dominant arm moving in the lateral workspace on one side of the body.
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Affiliation(s)
- Anna S Korol
- Department of Neuroscience, School of Medicine, West Virginia University, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, USA
| | - Valeriya Gritsenko
- Department of Human Performance, Division of Physical Therapy, School of Medicine, West Virginia University, Department of Neuroscience, School of Medicine, West Virginia University, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, USA
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Parvizi-Wayne D, Sandved-Smith L, Pitliya RJ, Limanowski J, Tufft MRA, Friston KJ. Forgetting ourselves in flow: an active inference account of flow states and how we experience ourselves within them. Front Psychol 2024; 15:1354719. [PMID: 38887627 PMCID: PMC11182004 DOI: 10.3389/fpsyg.2024.1354719] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 04/26/2024] [Indexed: 06/20/2024] Open
Abstract
Flow has been described as a state of optimal performance, experienced universally across a broad range of domains: from art to athletics, gaming to writing. However, its phenomenal characteristics can, at first glance, be puzzling. Firstly, individuals in flow supposedly report a loss of self-awareness, even though they perform in a manner which seems to evince their agency and skill. Secondly, flow states are felt to be effortless, despite the prerequisite complexity of the tasks that engender them. In this paper, we unpick these features of flow, as well as others, through the active inference framework, which posits that action and perception are forms of active Bayesian inference directed at sustained self-organisation; i.e., the minimisation of variational free energy. We propose that the phenomenology of flow is rooted in the deployment of high precision weight over (i) the expected sensory consequences of action and (ii) beliefs about how action will sequentially unfold. This computational mechanism thus draws the embodied cognitive system to minimise the ensuing (i.e., expected) free energy through the exploitation of the pragmatic affordances at hand. Furthermore, given the challenging dynamics the flow-inducing situation presents, attention must be wholly focussed on the unfolding task whilst counterfactual planning is restricted, leading to the attested loss of the sense of self-as-object. This involves the inhibition of both the sense of self as a temporally extended object and higher-order, meta-cognitive forms of self-conceptualisation. Nevertheless, we stress that self-awareness is not entirely lost in flow. Rather, it is pre-reflective and bodily. Our approach to bodily-action-centred phenomenology can be applied to similar facets of seemingly agentive experience beyond canonical flow states, providing insights into the mechanisms of so-called selfless experiences, embodied expertise and wellbeing.
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Affiliation(s)
- Darius Parvizi-Wayne
- Department of Experimental Psychology, University College London, London, United Kingdom
| | - Lars Sandved-Smith
- Monash Centre for Consciousness and Contemplative Studies, Monash University, Clayton, VIC, Australia
| | - Riddhi J. Pitliya
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
- VERSES AI Research Lab, Los Angeles, CA, United States
| | - Jakub Limanowski
- Institute of Psychology, University of Greifswald, Greifswald, Germany
| | - Miles R. A. Tufft
- Department of Experimental Psychology, University College London, London, United Kingdom
| | - Karl J. Friston
- VERSES AI Research Lab, Los Angeles, CA, United States
- Queen Square Institute of Neurology, University College London, London, United Kingdom
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Schärli A, Hecht H, Mast FW, Hossner EJ. How spotting technique affects dizziness and postural stability after full-body rotations in dancers. Hum Mov Sci 2024; 95:103211. [PMID: 38583276 DOI: 10.1016/j.humov.2024.103211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 03/12/2024] [Accepted: 03/15/2024] [Indexed: 04/09/2024]
Abstract
Consecutive longitudinal axis rotations are very common in dance, ranging from head spins in break dance to pirouettes in ballet. They pose a rather formidable perceptuomotor challenge - and hence form an interesting window into human motor behaviour - yet they have been scarcely studied. In the present study, we investigated dancers' dizziness and postural stability after consecutive rotations. Rotations were performed actively or undergone passively, either with or without the use of a spotting technique in such an order that all 24 ordering options were offered at least once and not more than twice. Thirty-four dancers trained in ballet and/or contemporary dance (aged 27.2 ± 5.1 years) with a mean dance experience of 14.2 ± 7.1 years actively performed 14 revolutions in passé or coupé positions with a short gesture leg "foot down" after each revolution. In addition, they were passively turned through 14 revolutions on a motor-driven rotating chair. Participants' centre-of-pressure (COP) displacement was measured on a force-plate before and after the rotations. Moreover, the dancers indicated their subjective feeling of dizziness on a scale from 0 to 20 directly after the rotations. Both the active and passive conditions were completed with and without the dancers spotting. As expected, dizziness was worse after rotations without the adoption of the spotting technique, both in active and passive rotations. However, the pre-post difference in COP area after active rotations was unaffected by spotting, whereas in the passive condition, spotting diminished this difference. Our results thus suggest that adopting the spotting technique is a useful tool for dizziness reduction in dancers who have to perform multiple rotations. Moreover, spotting appears most beneficial for postural stability when it involves less postural control challenges, such as when seated on a chair and occurs in situations with limited somatosensory feedback (e.g., from the cutaneous receptors in the feet). However, the unexpected finding that spotting did not help postural stability after active rotations needs to be investigated further in future studies, for example with a detailed analysis of whole-body kinematics and eye-tracking.
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Affiliation(s)
- Andrea Schärli
- Institute of Sport Science, University of Bern, Bern, Switzerland.
| | - Heiko Hecht
- Institute of Psychology, Johannes Gutenberg University Mainz, Germany
| | - Fred W Mast
- Institute of Psychology, University of Bern, Bern, Switzerland
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White CM, Snow EC, Therrien AS. Reinforcement Motor Learning After Cerebellar Damage Is Related to State Estimation. CEREBELLUM (LONDON, ENGLAND) 2024; 23:1061-1073. [PMID: 37828231 DOI: 10.1007/s12311-023-01615-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/03/2023] [Indexed: 10/14/2023]
Abstract
Recent work showed that individuals with cerebellar degeneration could leverage intact reinforcement learning (RL) to alter their movement. However, there was marked inter-individual variability in learning, and the factors underlying it were unclear. Cerebellum-dependent sensory prediction may contribute to RL in motor contexts by enhancing body state estimates, which are necessary to solve the credit-assignment problem. The objective of this study was to test the relationship between the predictive component of state estimation and RL in individuals with cerebellar degeneration. Individuals with cerebellar degeneration and neurotypical control participants completed two tasks: an RL task that required them to alter the angle of reaching movements and a state estimation task that tested the somatosensory perception of active and passive movement. The state estimation task permitted the calculation of the active benefit shown by each participant, which is thought to reflect the cerebellum-dependent predictive component of state estimation. We found that the cerebellar and control groups showed similar magnitudes of learning with reinforcement and active benefit on average, but there was substantial variability across individuals. Using multiple regression, we assessed potential predictors of RL. Our analysis included active benefit, somatosensory acuity, clinical ataxia severity, movement variability, movement speed, and age. We found a significant relationship in which greater active benefit predicted better learning with reinforcement in the cerebellar, but not the control group. No other variables showed significant relationships with learning. Overall, our results support the hypothesis that the integrity of sensory prediction is a strong predictor of RL after cerebellar damage.
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Affiliation(s)
- Christopher M White
- Moss Rehabilitation Research Institute, Medical Arts Building, Suite 100, 50 Township Line Rd, Elkins Park, PA, USA
| | - Evan C Snow
- Moss Rehabilitation Research Institute, Medical Arts Building, Suite 100, 50 Township Line Rd, Elkins Park, PA, USA
| | - Amanda S Therrien
- Moss Rehabilitation Research Institute, Medical Arts Building, Suite 100, 50 Township Line Rd, Elkins Park, PA, USA.
- Department of Rehabilitation Medicine, Thomas Jefferson University, Philadelphia, PA, USA.
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Akramzadeh M, Hosseini SM, Zavieh MK, Khademi-Kalantari K, Baghban AA. The Effect of Single-Session Stimulating Massage on the Knee Joint Position Sense in Healthy Older Adult Men: A Randomized Crossover Trial. Int J Ther Massage Bodywork 2024; 17:4-11. [PMID: 38873186 PMCID: PMC11131943 DOI: 10.3822/ijtmb.v17i2.961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2024] Open
Abstract
Background Proprioception is critical for older adults to maintain their balance and prevent falling. However, massage is a convenient intervention that its beneficial effect on the proprioception is suggested. Purpose This study aimed to determine whether one session of stimulating massage of the muscles around the knee joint improves position sense in older adult men. Methods Twenty healthy older adults participated in this blind, randomized, crossover trial. The two treatment phases were massage and rest. The washout period between interventions was a 1-week interval. The massage protocol was as follows: deep effleurage, petrissage, and tapotement for 5 minutes for the anterior (tensor fascia lata, quadriceps, sartorius, and gracilis) and posterior (hamstrings) muscles of the knee (10 minutes in total). Results Outcome measures were absolute, constant, and variable errors (AE, CE, and VE). Participants were assessed immediately before and after the intervention by a blinded investigator. Independent t-tests were used for statistical analyses. Massage reduced absolute error (2.77°, p = 0.01). Conclusion The finding of this study confirms the beneficial impact of the massage on the joint position sense in healthy older adult men.
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Affiliation(s)
- Mahmood Akramzadeh
- Department of Physiotherapy, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran
| | - Seyed Majid Hosseini
- Department of Physiotherapy, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran
| | - Minoo Khalkhali Zavieh
- Department of Physiotherapy, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran
| | - Khosro Khademi-Kalantari
- Department of Physiotherapy, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran
| | - Alireza Akbarzadeh Baghban
- Physiotherapy Research Center, School of Rehabilitation, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Parmar PN, Patton JL. Influence of error-augmentation on the dynamics of visuomotor skill acquisition: insights from proxy-process models. J Neurophysiol 2024; 131:1175-1187. [PMID: 38691530 PMCID: PMC11381117 DOI: 10.1152/jn.00051.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 04/26/2024] [Accepted: 04/26/2024] [Indexed: 05/03/2024] Open
Abstract
Our study addresses the critical question of how learners acquire skills without the constant crutch of feedback, using a specialized training approach with intermittent feedback. Despite recognized benefits in skill retention, the underlying mechanisms of intermittent feedback in motor control neuroscience remain elusive. Leveraging a previously published dataset from visuomotor learning experiments with intermittent feedback, we tested a wide range of proxy-process models that posit the presence of an inferred error signal even when an explicit sensory performance is not present. The model structures encompassed a spectrum from first-order to higher-order variants, incorporating both constant and error-dependent rates of change in error. Furthermore, these proxy-process models investigated the impact of error-augmentation (EA) training on visuomotor learning dynamics. Rigorous cross-validation consistently identified a second-order proxy-process model structure accurately predicting motor learning across subjects and learning tasks. Model parameters elucidated the varying influences of EA settings on the rates of change in error, inter-trial variability, and steady-state performance. We then introduced a dynamic-Proxy support Multi-Rate Motor Learning (dPxMRML) model, which shed light on EA's effects on the fast and slow learning dynamics. The dPxMRML model accurately predicted subjects' performance during and beyond training phases, highlighting EA settings conducive to long-term retention. This research yields crucial insights for personalized training program design, applicable in neuro-rehabilitation, sports, and performance training.NEW & NOTEWORTHY Breaking new ground in motor learning, our research unveils the intricacies of skill acquisition without continuous feedback. By using a specialized training approach with intermittent feedback, our study reveals the previously elusive mechanisms behind this process. The introduction of innovative proxy-process models, particularly the dynamic-Proxy support Multi-Rate Motor Learning (dPxMRML) model, brings a fresh perspective to understanding the impact of error-augmentation (EA) training on learning and retention of motor skills.
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Affiliation(s)
- Pritesh N Parmar
- Richard and Loan Hill Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, Illinois, United States
- Shirley Ryan AbilityLab (formerly The Rehabilitation Institute of Chicago), Chicago, Illinois, United States
| | - James L Patton
- Richard and Loan Hill Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, Illinois, United States
- Shirley Ryan AbilityLab (formerly The Rehabilitation Institute of Chicago), Chicago, Illinois, United States
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Karsh N, Soker-Mijalevich E, Horovitz O. A differential impact of action-effect temporal contiguity on different measures of response inhibition in the Go\No-Go and Stop-signal paradigms. PSYCHOLOGICAL RESEARCH 2024; 88:1157-1168. [PMID: 38453736 PMCID: PMC11143021 DOI: 10.1007/s00426-024-01931-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 01/29/2024] [Indexed: 03/09/2024]
Abstract
Response inhibition refers to suppressing a prepotent motor response and is often studied and discussed as an act of cognitive control. Much less attention was given to the potential contribution of motor control processes to response inhibition. Accumulated empirical findings show that a perceptual effect temporally contiguous with a response improves motor control performance. In the current study, we followed this work by manipulating action-effect temporal contiguity to enhance motor performance and investigated its impact on response selection and inhibition. In two experiments, we integrated a Go/No-Go (GNGT; Experiment 1) and a Stop-signal (SST; Experiment 2) task with the Effect-Motivation task, previously used to capture the facilitating impact of action-effect temporal contiguity on response times (RTs). Replicating previous findings, RTs were shorter following temporally contiguous compared to Lagged action-effect in Go trials in both the GNGT (Experiment 1) and SST (Experiment 2). Notably, an Immediate action-effect improved response inhibition in the GNGT (Experiment 1) but did not modulate Stop-signal reaction time (SSRT) in the SST (Experiment 2). Unexpectedly, the error rate on Go trials was higher in the Immediate effect condition in Experiment 2. We interpret the findings to suggest that an action's (Immediate) perceptual effect may promote response inhibition performance by enhancing selective association between the Go stimuli and the Go response and not by improving cognitive control ability. The findings also imply that an Immediate action-effect may hamper action control (e.g., by increasing general readiness to respond), at least when action control does not benefit from automatic stimulus-response association.
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Affiliation(s)
- Noam Karsh
- Department of Psychology, Tel-Hai Academic College, Upper Galilee, Qiryat Shemona, Israel.
- Special Population Advance Research and Clinical Center (SPARC), University of Haifa, Haifa, Israel.
| | - Eden Soker-Mijalevich
- Department of Psychology, Tel-Hai Academic College, Upper Galilee, Qiryat Shemona, Israel
| | - Omer Horovitz
- Department of Psychology, Tel-Hai Academic College, Upper Galilee, Qiryat Shemona, Israel
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Tsay J, Parvin DE, Dang KV, Stover AR, Ivry RB, Morehead JR. Implicit Adaptation Is Modulated by the Relevance of Feedback. J Cogn Neurosci 2024; 36:1206-1220. [PMID: 38579248 DOI: 10.1162/jocn_a_02160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Abstract
Given that informative and relevant feedback in the real world is often intertwined with distracting and irrelevant feedback, we asked how the relevancy of visual feedback impacts implicit sensorimotor adaptation. To tackle this question, we presented multiple cursors as visual feedback in a center-out reaching task and varied the task relevance of these cursors. In other words, participants were instructed to hit a target with a specific task-relevant cursor, while ignoring the other cursors. In Experiment 1, we found that reach aftereffects were attenuated by the mere presence of distracting cursors, compared with reach aftereffects in response to a single task-relevant cursor. The degree of attenuation did not depend on the position of the distracting cursors. In Experiment 2, we examined the interaction between task relevance and attention. Participants were asked to adapt to a task-relevant cursor/target pair, while ignoring the task-irrelevant cursor/target pair. Critically, we jittered the location of the relevant and irrelevant target in an uncorrelated manner, allowing us to index attention via how well participants tracked the position of target. We found that participants who were better at tracking the task-relevant target/cursor pair showed greater aftereffects, and interestingly, the same correlation applied to the task-irrelevant target/cursor pair. Together, these results highlight a novel role of task relevancy on modulating implicit adaptation, perhaps by giving greater attention to informative sources of feedback, increasing the saliency of the sensory prediction error.
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Affiliation(s)
| | - Darius E Parvin
- University of California, Berkeley
- Helen Wills Neuroscience Institute, Berkeley, CA
| | - Kristy V Dang
- University of California, Berkeley
- Helen Wills Neuroscience Institute, Berkeley, CA
| | - Alissa R Stover
- University of California, Berkeley
- Helen Wills Neuroscience Institute, Berkeley, CA
| | - Richard B Ivry
- University of California, Berkeley
- Helen Wills Neuroscience Institute, Berkeley, CA
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Balla VR, Kilencz T, Szalóki S, Dalos VD, Partanen E, Csifcsák G. Motor dominance and movement-outcome congruency influence the electrophysiological correlates of sensory attenuation for self-induced visual stimuli. Int J Psychophysiol 2024; 200:112344. [PMID: 38614439 DOI: 10.1016/j.ijpsycho.2024.112344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 04/08/2024] [Accepted: 04/10/2024] [Indexed: 04/15/2024]
Abstract
This study explores the impact of movement-outcome congruency and motor dominance on the action-associated modulations of early visual event-related potentials (ERPs). Employing the contingent paradigm, participants with varying degrees of motor dominance were exposed to stimuli depicting left or right human hands in the corresponding visual hemifields. Stimuli were either passively observed or evoked by voluntary button-presses with the dominant or non-dominant hand, in a manner that was either congruent or incongruent with stimulus laterality and hemifield. Early occipital responses (C1 and P1 components) revealed modulations consistent with sensory attenuation (SA) for self-evoked stimuli. Our findings suggest that sensory attenuation during the initial stages of visual processing (C1 component) is a general phenomenon across all degrees of handedness and stimulus/movement combinations. However, the magnitude of C1 suppression was modulated by handedness and movement-stimulus congruency, reflecting stronger SA in right-handed participants for stimuli depicting the right hand, when elicited by actions of the corresponding hand, and measured above the contralateral occipital lobe. P1 modulation suggested concurrent but opposing influences of attention and sensory prediction, with more pronounced suppression following stimulus-congruent button-presses over the hemisphere contralateral to movement, especially in left-handed individuals. We suggest that effects of motor dominance on the degree of SA may stem from functional/anatomical asymmetries in the processing of body parts (C1) and attention networks (P1). Overall, our results demonstrate the modulating effect of hand dominance and movement-outcome congruency on SA, underscoring the need for deeper exploration of their interplay. Additional empirical evidence in this direction could substantiate a premotor account for action-associated modulation of early sensory processing in the visual domain.
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Affiliation(s)
- Viktória Roxána Balla
- Cognitive Brain Research Unit, Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Finland.
| | - Tünde Kilencz
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, Semmelweis University, Budapest, Hungary
| | - Szilvia Szalóki
- Department of Cognitive and Neuropsychology, Institute of Psychology, Faculty of Humanities and Social Sciences, University of Szeged, Hungary
| | - Vera Daniella Dalos
- Doctoral School of Interdisciplinary Medicine, Faculty of Medicine, University of Szeged, Hungary
| | - Eino Partanen
- Cognitive Brain Research Unit, Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Finland
| | - Gábor Csifcsák
- Department of Psychology, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
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49
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Rock CG, Kwak ST, Luo A, Yang X, Yun K, Chang YH. Realizing the gravity of the simulation: adaptation to simulated hypogravity leads to altered predictive control. Front Physiol 2024; 15:1397016. [PMID: 38854629 PMCID: PMC11157081 DOI: 10.3389/fphys.2024.1397016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 05/06/2024] [Indexed: 06/11/2024] Open
Abstract
Accurate predictive abilities are important for a wide variety of animal behaviors. Inherent to many of these predictions is an understanding of the physics that underlie the behavior. Humans are specifically attuned to the physics on Earth but can learn to move in other environments (e.g., the surface of the Moon). However, the adjustments made to their physics-based predictions in the face of altered gravity are not fully understood. The current study aimed to characterize the locomotor adaptation to a novel paradigm for simulated reduced gravity. We hypothesized that exposure to simulated hypogravity would result in updated predictions of gravity-based movement. Twenty participants took part in a protocol that had them perform vertically targeted countermovement jumps before (PRE), during, and after (POST) a physical simulation of hypogravity. Jumping in simulated hypogravity had different neuromechanics from the PRE condition, with reduced ground impulses (p ≤ .009) and muscle activity prior to the time of landing (i.e., preactivation; p ≤ .016). In the 1 g POST condition, muscle preactivation remained reduced (p ≤ .033) and was delayed (p ≤ .008) by up to 33% for most muscles of the triceps surae, reflecting an expectation of hypogravity. The aftereffects in muscle preactivation, along with little-to-no change in muscle dynamics during ground contact, point to a neuromechanical adaptation that affects predictive, feed-forward systems over feedback systems. As such, we conclude that the neural representation, or internal model, of gravity is updated after exposure to simulated hypogravity.
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Affiliation(s)
- Chase G. Rock
- Comparative Neuromechanics Laboratory, School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, United States
| | | | | | | | | | - Young-Hui Chang
- Comparative Neuromechanics Laboratory, School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, United States
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50
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Okamoto Y, Matsui K, Ando T, Atsuumi K, Taniguchi K, Hirai H, Nishikawa A. Pilot study of the relation between various dynamics of avatar experience and perceptual characteristics. PeerJ Comput Sci 2024; 10:e2042. [PMID: 38855230 PMCID: PMC11157551 DOI: 10.7717/peerj-cs.2042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 04/15/2024] [Indexed: 06/11/2024]
Abstract
In recent years, due to the prevalence of virtual reality (VR) and human-computer interaction (HCI) research, along with the expectation that understanding the process of establishing sense of ownership, sense of agency, and limb heaviness (in this study, limb heaviness is replaced with comfort level) will contribute to the development of various medical rehabilitation, various studies have been actively conducted in these fields. Previous studies have indicated that each perceptual characteristics decrease in response to positive delay. However, it is still unclear how each perceptual characteristic changes in response to negative delay. Therefore, the purpose of this study was to deduce how changes occur in the perceptual characteristics when certain settings are manipulated using the avatar developed in this study. This study conducted experiments using an avatar system developed for this research that uses electromyography as the interface. Two separate experiments involved twelve participants: a preliminary experiment and a main experiment. As observed in the previous study, it was confirmed that each perceptual characteristics decreased for positive delay. In addition, the range of the preliminary experiment was insufficient for the purpose of this study, which was to confirm the perceptual characteristics for negative delay, thus confirming the validity of conducting this experiment. Meanwhile, the main experiment showed that the sense of ownership, sense of agency, and comfort level decreased gradually as delay time decreased, (i.e., this event is prior to action with intention, which could not be examined in the previous study). This suggests that control by the brain-machine interface is difficult to use when it is too fast. In addition, the distribution of the most strongly perceived settings in human perceptual characteristics was wider in regions with larger delays, suggesting this may lead to the evaluation of an internal model believed to exist in the human cerebellum. The avatar developed for this study may have the potential to create a new experimental paradigm for perceptual characteristics.
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Affiliation(s)
- Yuto Okamoto
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
| | - Kazuhiro Matsui
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
| | - Tetsuya Ando
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
| | - Keita Atsuumi
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
- Graduate School of Information Sciences, Hiroshima City University, Hiroshima, Japan
| | - Kazuhiro Taniguchi
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
- Faculty of Human Ecology, Yasuda Women’s University, Hiroshima, Japan
| | - Hiroaki Hirai
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
| | - Atsushi Nishikawa
- Graduate School of Engineering Science, Osaka University, Toyonaka, Japan
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