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Pascucci D, Rubega M, Plomp G. Modeling time-varying brain networks with a self-tuning optimized Kalman filter. PLoS Comput Biol 2020; 16:e1007566. [PMID: 32804971 PMCID: PMC7451990 DOI: 10.1371/journal.pcbi.1007566] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 08/27/2020] [Accepted: 07/03/2020] [Indexed: 12/14/2022] Open
Abstract
Brain networks are complex dynamical systems in which directed interactions between different areas evolve at the sub-second scale of sensory, cognitive and motor processes. Due to the highly non-stationary nature of neural signals and their unknown noise components, however, modeling dynamic brain networks has remained one of the major challenges in contemporary neuroscience. Here, we present a new algorithm based on an innovative formulation of the Kalman filter that is optimized for tracking rapidly evolving patterns of directed functional connectivity under unknown noise conditions. The Self-Tuning Optimized Kalman filter (STOK) is a novel adaptive filter that embeds a self-tuning memory decay and a recursive regularization to guarantee high network tracking accuracy, temporal precision and robustness to noise. To validate the proposed algorithm, we performed an extensive comparison against the classical Kalman filter, in both realistic surrogate networks and real electroencephalography (EEG) data. In both simulations and real data, we show that the STOK filter estimates time-frequency patterns of directed connectivity with significantly superior performance. The advantages of the STOK filter were even clearer in real EEG data, where the algorithm recovered latent structures of dynamic connectivity from epicranial EEG recordings in rats and human visual evoked potentials, in excellent agreement with known physiology. These results establish the STOK filter as a powerful tool for modeling dynamic network structures in biological systems, with the potential to yield new insights into the rapid evolution of network states from which brain functions emerge. During normal behavior, brains transition between functional network states several times per second. This allows humans to quickly read a sentence, and a frog to catch a fly. Understanding these fast network dynamics is fundamental to understanding how brains work, but up to now it has proven very difficult to model fast brain dynamics for various methodological reasons. To overcome these difficulties, we designed a new Kalman filter (STOK) by innovating on previous solutions from control theory and state-space modelling. We show that STOK accurately models fast network changes in simulations and real neural data, making it an essential new tool for modelling fast brain networks in the time and frequency domain.
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Affiliation(s)
- D Pascucci
- Perceptual Networks Group, University of Fribourg, Fribourg, Switzerland.,Laboratory of Psychophysics, Brain Mind Institute, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - M Rubega
- Functional Brain Mapping Lab, Department of Fundamental Neurosciences, University of Geneva, Geneva, Switzerland.,Department of Neurosciences, University of Padova, Padova, Italy
| | - G Plomp
- Perceptual Networks Group, University of Fribourg, Fribourg, Switzerland
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2
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Kirk IJ, Spriggs MJ, Sumner RL. Human EEG and the mechanisms of memory: investigating long-term potentiation (LTP) in sensory-evoked potentials. J R Soc N Z 2020. [DOI: 10.1080/03036758.2020.1780274] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Ian J. Kirk
- Cognitive Neuroscience Research Group, School of Psychology, University of Auckland, Auckland, New Zealand
- Centre for Brain Research, University of Auckland, Auckland, New Zealand
- Brain Research New Zealand, New Zealand
| | - Meg J. Spriggs
- Centre for Psychedelic Research, Division of Brain Sciences, Centre for Psychiatry, Imperial College London, London, UK
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3
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Wu H, Li X, Tang Y, Xu Q, Zhang X, Zhou L, Lan W, Zhang B, Yang Z. Optimal Stereoacuity Reveals More Than Critical Time in Patients With Intermittent Exotropia. Front Neurosci 2020; 14:133. [PMID: 32132901 PMCID: PMC7040177 DOI: 10.3389/fnins.2020.00133] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 02/03/2020] [Indexed: 01/06/2023] Open
Abstract
Synopsis Both optimal stereoacuity and integration time to achieve that are impaired in patients with intermittent exotropia. The deterioration of stereoacuity is more revealing since it correlates well with exotropia control score. Background Despite the periodic misalignment of two eyes, some intermittent exotropia (IXT) patients exhibit normal stereoacuity, particularly when evaluated with static tests. It is not clear if the temporal integration process of stereopsis is altered in IXT patients, thus warranting further research. Methods IXT patients (n = 29) and age-matched normal controls (n = 36) were recruited. Static stereopsis was measured with the Titmus stereoacuity test. In computer-generated random dots tests, stereoacuity was measured with a stimuli presentation duration varying from 100 to 1,200 ms. And the relationship between stereoacuity and stimuli duration was fitted into a quadratic model. Optimal stereoacuity was achieved when fitted curve flattened and the critical integration time was the duration needed to achieve optimal stereoacuity. Results IXT patients were not found to differ significantly from control subjects under the Titmus test, while the Random Dots stereotest showed significantly worse optimal stereoacuity and significantly longer critical integration time. Multiple regression analysis showed that age (R = −4.83; P = 0.04) had statistically significant negative correlation on the critical integration time, age (R = −6.45; P = 0.047) and exotropia control scores (R = 60.71; P = 0.007) had statistically significant effects on optimal stereoacuity. Conclusion The temporal integration for stereopsis is impaired in IXT patients, requiring longer critical integration time to achieve elevated optimal stereoacuity.
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Affiliation(s)
- Haoran Wu
- Aier School of Ophthalmology, Central South University, Changsha, China.,Aier Institute of Optometry and Vision Science, Changsha, China
| | - Xiaoning Li
- Aier Institute of Optometry and Vision Science, Changsha, China.,Aier School of Optometry and Vision Science, Hubei University of Science and Technology, Xianning, China
| | - Yao Tang
- Aier Institute of Optometry and Vision Science, Changsha, China
| | - Qinglin Xu
- Aier Institute of Optometry and Vision Science, Changsha, China
| | - Xuhong Zhang
- College of Medicine, Zhejiang University, Hangzhou, China
| | - Lu Zhou
- Department of Ophthalmology, Children's Hospital of Nanjing Medical University, Nanjing, China
| | - Weizhong Lan
- Aier School of Ophthalmology, Central South University, Changsha, China.,Aier School of Optometry and Vision Science, Hubei University of Science and Technology, Xianning, China
| | - Bin Zhang
- College of Optometry, Nova Southeastern University, Davie, FL, United States
| | - Zhikuan Yang
- Aier School of Ophthalmology, Central South University, Changsha, China.,Aier School of Optometry and Vision Science, Hubei University of Science and Technology, Xianning, China
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4
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Abstract
The central point of this article is that the concept of memory as information storage in the brain is inadequate for and irrelevant to understanding the nervous system. Beginning from the sensorimotor hypothesis that underlies neuroscience—that the entire function of the nervous system is to connect experience to appropriate behavior—the paper defines memories as sequences of events that connect remote experience to present behavior. Their essential components are (a) persistent events that bridge the time from remote experience to present behavior and (b) junctional events in which connections from remote experience and recent experience merge to produce behavior. The sequences comprising even the simplest memories are complex. This is both necessary—to preserve previously learned behaviors—and inevitable—due to secondary activity-driven plasticity. This complexity further highlights the inadequacy of the information storage concept and the importance of extreme simplicity in models used to study memory.
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Affiliation(s)
- Jonathan R Wolpaw
- Wadsworth Center, New York State Department of Health, Albany, NY 12201-0509, USA.
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5
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Sato S, Bergmann TO, Borich MR. Opportunities for concurrent transcranial magnetic stimulation and electroencephalography to characterize cortical activity in stroke. Front Hum Neurosci 2015; 9:250. [PMID: 25999839 PMCID: PMC4419720 DOI: 10.3389/fnhum.2015.00250] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2015] [Accepted: 04/17/2015] [Indexed: 11/13/2022] Open
Abstract
Stroke is the leading cause of disability in the United States. Despite the high incidence and mortality of stroke, sensitive and specific brain-based biomarkers predicting persisting disabilities are lacking. Both neuroimaging techniques like electroencephalography (EEG) and non-invasive brain stimulation (NIBS) techniques such as transcranial magnetic stimulation (TMS) have proven useful in predicting prognosis, recovery trajectories and response to rehabilitation in individuals with stroke. We propose, however, that additional synergetic effects can be achieved by simultaneously combining both approaches. Combined TMS-EEG is able to activate discrete cortical regions and directly assess local cortical reactivity and effective connectivity within the network independent of the integrity of descending fiber pathways and also outside the motor system. Studying cortical reactivity and connectivity in patients with stroke TMS-EEG may identify salient neural mechanisms underlying motor disabilities and lead to novel biomarkers of stroke pathophysiology which can then be used to assess, monitor, and refine rehabilitation approaches for individuals with significant disability to improve outcomes and quality of life after stroke.
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Affiliation(s)
- Sumire Sato
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University School of Medicine Atlanta, GA, USA
| | - Til Ole Bergmann
- Institute of Psychology, Christian-Albrechts University Kiel Kiel, Germany
| | - Michael R Borich
- Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University School of Medicine Atlanta, GA, USA
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6
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McCourt ME, Leone LM, Blakeslee B. Brightness induction and suprathreshold vision: effects of age and visual field. Vision Res 2014; 106:36-46. [PMID: 25462024 DOI: 10.1016/j.visres.2014.10.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Revised: 10/05/2014] [Accepted: 10/30/2014] [Indexed: 10/24/2022]
Abstract
A variety of visual capacities show significant age-related alterations. We assessed suprathreshold contrast and brightness perception across the lifespan in a large sample of healthy participants (N=155; 142) ranging in age from 16 to 80 years. Experiment 1 used a quadrature-phase motion cancelation technique (Blakeslee & McCourt, 2008) to measure canceling contrast (in central vision) for induced gratings at two temporal frequencies (1 Hz and 4 Hz) at two test field heights (0.5° or 2°×38.7°; 0.052 c/d). There was a significant age-related reduction in canceling contrast at 4 Hz, but not at 1 Hz. We find no age-related change in induction magnitude in the 1 Hz condition. We interpret the age-related decline in grating induction magnitude at 4 Hz to reflect a diminished capacity for inhibitory processing at higher temporal frequencies. In Experiment 2 participants adjusted the contrast of a matching grating (0.5° or 2°×38.7°; 0.052 c/d) to equal that of both real (30% contrast, 0.052 c/d) and induced (McCourt, 1982) standard gratings (100% inducing grating contrast; 0.052 c/d). Matching gratings appeared in the upper visual field (UVF) and test gratings appeared in the lower visual field (LVF), and vice versa, at eccentricities of ±7.5°. Average induction magnitude was invariant with age for both test field heights. There was a significant age-related reduction in perceived contrast of stimuli in the LVF versus UVF for both real and induced gratings.
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Affiliation(s)
- Mark E McCourt
- Center for Visual and Cognitive Neuroscience, Department of Psychology, North Dakota State University, Fargo, ND 58108, USA.
| | - Lynnette M Leone
- Center for Visual and Cognitive Neuroscience, Department of Psychology, North Dakota State University, Fargo, ND 58108, USA
| | - Barbara Blakeslee
- Center for Visual and Cognitive Neuroscience, Department of Psychology, North Dakota State University, Fargo, ND 58108, USA
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7
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The effort to close the gap: tracking the development of illusory contour processing from childhood to adulthood with high-density electrical mapping. Neuroimage 2014; 90:360-73. [PMID: 24365674 DOI: 10.1016/j.neuroimage.2013.12.029] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2013] [Revised: 12/09/2013] [Accepted: 12/12/2013] [Indexed: 11/21/2022] Open
Abstract
The adult human visual system can efficiently fill-in missing object boundaries when low-level information from the retina is incomplete, but little is known about how these processes develop across childhood. A decade of visual-evoked potential (VEP) studies has produced a theoretical model identifying distinct phases of contour completion in adults. The first, termed a perceptual phase, occurs from approximately 100-200 ms and is associated with automatic boundary completion. The second is termed a conceptual phase occurring between 230 and 400 ms. The latter has been associated with the analysis of ambiguous objects which seem to require more effort to complete. The electrophysiological markers of these phases have both been localized to the lateral occipital complex, a cluster of ventral visual stream brain regions associated with object-processing. We presented Kanizsa-type illusory contour stimuli, often used for exploring contour completion processes, to neurotypical persons ages 6-31 (N=63), while parametrically varying the spatial extent of these induced contours, in order to better understand how filling-in processes develop across childhood and adolescence. Our results suggest that, while adults complete contour boundaries in a single discrete period during the automatic perceptual phase, children display an immature response pattern-engaging in more protracted processing across both timeframes and appearing to recruit more widely distributed regions which resemble those evoked during adult processing of higher-order ambiguous figures. However, children older than 5years of age were remarkably like adults in that the effects of contour processing were invariant to manipulation of contour extent.
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8
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Szűcs D, Soltész F. Functional definition of the N450 event-related brain potential marker of conflict processing: a numerical stroop study. BMC Neurosci 2012; 13:35. [PMID: 22452924 PMCID: PMC3383462 DOI: 10.1186/1471-2202-13-35] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2011] [Accepted: 03/27/2012] [Indexed: 11/18/2022] Open
Abstract
Background Several conflict processing studies aimed to dissociate neuroimaging phenomena related to stimulus and response conflict processing. However, previous studies typically did not include a paradigm-independent measure of either stimulus or response conflict. Here we have combined electro-myography (EMG) with event-related brain potentials (ERPs) in order to determine whether a particularly robust marker of conflict processing, the N450 ERP effect usually related to the activity of the Anterior Cingulate Cortex (ACC), is related to stimulus- or to response-conflict processing. EMG provided paradigm-independent measure of response conflict. In a numerical Stroop paradigm participants compared pairs of digits and pressed a button on the side where they saw the larger digit. 50% of digit-pairs were preceded by an effective cue which provided accurate information about the required response. 50% of trials were preceded by a neutral cue which did not communicate the side of response. Results EMG showed that response conflict was significantly larger in neutrally than in effectively cued trials. The N450 was similar when response conflict was high and when it was low. Conclusions We conclude that the N450 is related to stimulus or abstract, rather than to response conflict detection/resolution. Findings may enable timing ACC conflict effects.
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Affiliation(s)
- Dénes Szűcs
- Department of Experimental Psychology, University of Cambridge, Cambridge, UK.
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9
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Kirk IJ, McNair NA, Hamm JP, Clapp WC, Mathalon DH, Cavus I, Teyler TJ. Long-term potentiation (LTP) of human sensory-evoked potentials. WILEY INTERDISCIPLINARY REVIEWS. COGNITIVE SCIENCE 2010; 1:766-773. [PMID: 26271660 DOI: 10.1002/wcs.62] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Long-term potentiation (LTP) is the principal candidate synaptic mechanism underlying learning and memory, and has been studied extensively at the cellular and molecular level in laboratory animals. Inquiry into the functional significance of LTP has been hindered by the absence of a human model as, until recently, LTP has only been directly demonstrated in humans in isolated cortical tissue obtained from patients undergoing surgery, where it displays properties identical to those seen in non-human preparations. In this brief review, we describe the results of paradigms recently developed in our laboratory for inducing LTP-like changes in visual-, and auditory-evoked potentials. We describe how rapid, repetitive presentation of sensory stimuli leads to a persistent enhancement of components of sensory-evoked potential in normal humans. Experiments to date, investigating the locus, stimulus specificity, and NMDA receptor dependence of these LTP-like changes suggest that they have the essential characteristics of LTP seen in experimental animals. The ability to elicit LTP from non-surgical patients will provide a human model system allowing the detailed examination of synaptic plasticity in normal subjects and may have future clinical applications in the assessment of cognitive disorders. Copyright © 2010 John Wiley & Sons, Ltd. For further resources related to this article, please visit the WIREs website.
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Affiliation(s)
- Ian J Kirk
- Research Centre for Cognitive Neuroscience, University of Auckland, NZ
| | - Nicolas A McNair
- Research Centre for Cognitive Neuroscience, University of Auckland, NZ
| | - Jeffrey P Hamm
- Research Centre for Cognitive Neuroscience, University of Auckland, NZ
| | - Wesley C Clapp
- Department of Neurology, University of California, San Francisco
| | | | - Idil Cavus
- Department of Psychiatry, Yale Medical School
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10
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Szűcs D, Soltész F. Stimulus and response conflict in the color–word Stroop task: A combined electro-myography and event-related potential study. Brain Res 2010; 1325:63-76. [PMID: 20153298 DOI: 10.1016/j.brainres.2010.02.011] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2009] [Revised: 01/15/2010] [Accepted: 02/03/2010] [Indexed: 10/19/2022]
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11
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Assessment of depth perception using psychophysical thresholds and stereoscopically evoked brain activity. Doc Ophthalmol 2009; 119:209-16. [DOI: 10.1007/s10633-009-9202-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2009] [Accepted: 10/09/2009] [Indexed: 10/20/2022]
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12
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Rosa MJ, Kilner J, Blankenburg F, Josephs O, Penny W. Estimating the transfer function from neuronal activity to BOLD using simultaneous EEG-fMRI. Neuroimage 2009; 49:1496-509. [PMID: 19778619 PMCID: PMC2793371 DOI: 10.1016/j.neuroimage.2009.09.011] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2009] [Revised: 09/03/2009] [Accepted: 09/11/2009] [Indexed: 11/29/2022] Open
Abstract
Previous studies using combined electrical and hemodynamic measurements of brain activity, such as EEG and (BOLD) fMRI, have yielded discrepant results regarding the relationship between neuronal activity and the associated BOLD response. In particular, some studies suggest that this link, or transfer function, depends on the frequency content of neuronal activity, while others suggest that total neuronal power accounts for the changes in BOLD. Here we explored this dependency by comparing different frequency-dependent and -independent transfer functions, using simultaneous EEG-fMRI. Our results suggest that changes in BOLD are indeed associated with changes in the spectral profile of neuronal activity and that these changes do not arise from one specific spectral band. Instead they result from the dynamics of the various frequency components together, in particular, from the relative power between high and low frequencies. Understanding the nature of the link between neuronal activity and BOLD plays a crucial role in improving the interpretability of BOLD images as well as on the design of more robust and realistic models for the integration of EEG and fMRI.
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Affiliation(s)
- M J Rosa
- Wellcome Trust Centre for Neuroimaging, UCL Institute of Neurology, University College London, 12 Queen Square, WC1N 3BG, UK.
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13
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Szucs D, Soltész F, White S. Motor conflict in Stroop tasks: direct evidence from single-trial electro-myography and electro-encephalography. Neuroimage 2009; 47:1960-73. [PMID: 19481157 DOI: 10.1016/j.neuroimage.2009.05.048] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2009] [Revised: 05/05/2009] [Accepted: 05/18/2009] [Indexed: 11/26/2022] Open
Abstract
Several brain imaging studies have assumed that response conflict is present in Stroop tasks. However, this has not been demonstrated directly. We examined the time-course of stimulus and response conflict resolution in a numerical Stroop task by combining single-trial electro-myography (EMG) and event-related brain potentials (ERP). EMG enabled the direct tracking of response conflict and the peak latency of the P300 ERP wave was used to index stimulus conflict. In correctly responded trials of the incongruent condition EMG detected robust incorrect response hand activation which appeared consistently in single trials. In 50-80% of the trials correct and incorrect response hand activation coincided temporally, while in 20-50% of the trials incorrect hand activation preceded correct hand activation. EMG data provides robust direct evidence for response conflict. However, congruency effects also appeared in the peak latency of the P300 wave which suggests that stimulus conflict also played a role in the Stroop paradigm. Findings are explained by the continuous flow model of information processing: Partially processed task-irrelevant stimulus information can result in stimulus conflict and can prepare incorrect response activity. A robust congruency effect appeared in the amplitude of incongruent vs. congruent ERPs between 330-400 ms, this effect may be related to the activity of the anterior cingulate cortex.
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Affiliation(s)
- Dénes Szucs
- Centre for Neuroscience, University of Cambridge, Faculty of Education, Cambridge, UK.
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14
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Badzakova-Trajkov G, Barnett KJ, Waldie KE, Kirk IJ. An ERP investigation of the Stroop task: the role of the cingulate in attentional allocation and conflict resolution. Brain Res 2008; 1253:139-48. [PMID: 19084509 DOI: 10.1016/j.brainres.2008.11.069] [Citation(s) in RCA: 86] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2007] [Revised: 11/04/2008] [Accepted: 11/06/2008] [Indexed: 11/18/2022]
Abstract
The majority of studies support a role of the anterior cingulate cortex (ACC) in the attentional control necessary for conflict resolution in the Stroop task; however, the time course of activation and the neural substrates underlying the Stroop task remain contentious. We used high-density EEG to record visual-evoked potentials from 16 healthy subjects while performing a manual version of the traditional Stroop colour-word task. Difference waveforms for congruent-control and incongruent-control conditions were similar in amplitude and had a similar spatial distribution in the time window of 260-430 ms post stimulus onset. Source estimation indicated particularly middle cingulate involvement in congruent-control and incongruent-control difference waveforms. In contrast, the difference waveform for the incongruent-congruent contrast was observed later (in the time window of 370-480 ms), had a different spatial distribution, and source estimation indicated that the anterior cingulate underlies this difference waveform. As congruent-control and incongruent-control differences have a similar timeframe and cingulate source, we propose that this indicates early attentional allocation processes. That is, the identification of two sources of information (the word and the colour it is printed in) and the selective attention to one. The later peak in the incongruent-congruent difference wave, originating in anterior cingulate, likely reflects identification (and subsequent resolution) of conflict in the two sources of information.
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Affiliation(s)
- Gjurgjica Badzakova-Trajkov
- Research Centre for Cognitive Neuroscience and Department of Psychology, The University of Auckland, Auckland, NZ, New Zealand.
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15
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Szűcs D, Soltész F. The interaction of task-relevant and task-irrelevant stimulus features in the number/size congruency paradigm: An ERP study. Brain Res 2008; 1190:143-58. [DOI: 10.1016/j.brainres.2007.11.010] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2007] [Revised: 11/01/2007] [Accepted: 11/03/2007] [Indexed: 10/22/2022]
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16
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Berger TW, Gerhardt G, Liker MA, Soussou W. The Impact of Neurotechnology on Rehabilitation. IEEE Rev Biomed Eng 2008; 1:157-97. [PMID: 22274903 DOI: 10.1109/rbme.2008.2008687] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Theodore W Berger
- Department of Biomedical Engineering, Center for Neural Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA
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17
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Mucci A, Galderisi S, Kirkpatrick B, Bucci P, Volpe U, Merlotti E, Centanaro F, Catapano F, Maj M. Double dissociation of N1 and P3 abnormalities in deficit and nondeficit schizophrenia. Schizophr Res 2007; 92:252-61. [PMID: 17363220 DOI: 10.1016/j.schres.2007.01.026] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2006] [Revised: 01/10/2007] [Accepted: 01/12/2007] [Indexed: 11/21/2022]
Abstract
It has been proposed that the presence of enduring, idiopathic negative symptoms define a group of patients with a disease (deficit schizophrenia, DS) that is separate from other forms of schizophrenia (nondeficit schizophrenia, NDS). Although several findings support this hypothesis, the possibility that DS represents the severe end of a single schizophrenia continuum cannot be excluded yet. We tested the hypothesis that DS and NDS differ relative to event-related potentials (ERPs). Amplitude, scalp topography and cortical sources of the ERP components were assessed in clinically stable DS and NDS outpatients and in matched healthy subjects (HCS). Twenty subjects per group were recruited. Among the subjects who completed the target detection task, there were no group difference in accuracy. For N1, only patients with DS, as compared with HCS, showed an amplitude reduction over the scalp central leads and a reduced current source density in cingulate and parahippocampal gyrus. For P3, only patients with NDS, as compared with HCS, showed a lateralized amplitude reduction over the left posterior regions and reduced current source density in left temporal and bilateral frontal, cingulate and parietal areas. The DS and NDS groups differed significantly from each other with regard to N1 amplitude and topography, as well as P3 amplitude and cortical sources. The N1 was affected in DS but not in NDS patients, whereas P3 was affected in NDS only. This double dissociation is consistent with the hypothesis that DS represents a separate disease entity within schizophrenia.
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Affiliation(s)
- Armida Mucci
- Department of Psychiatry, University of Naples SUN, Largo Madonna delle Grazie, 80138 Naples, Italy.
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18
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Teyler TJ, Hamm JP, Clapp WC, Johnson BW, Corballis MC, Kirk IJ. Long-term potentiation of human visual evoked responses. Eur J Neurosci 2005; 21:2045-50. [PMID: 15869500 PMCID: PMC1226326 DOI: 10.1111/j.1460-9568.2005.04007.x] [Citation(s) in RCA: 117] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Long-term potentiation (LTP) is a candidate synaptic mechanism underlying learning and memory that has been studied extensively at the cellular and molecular level in laboratory animals. To date, LTP has only been directly demonstrated in humans in isolated cortical tissue obtained from patients undergoing surgery, where it displays properties identical to those seen in non-human preparations. Inquiry into the functional significance of LTP has been hindered by the absence of a human model. Here we give the first demonstration that the rapid repetitive presentation of a visual checkerboard (a photic 'tetanus') leads to a persistent enhancement of one of the early components of the visual evoked potential in normal humans. The potentiated response is largest in the hemisphere contralateral to the tetanized visual hemifield and is limited to one component of the visual evoked response (the N1b). The selective potentiation of only the N1b component makes overall brain excitability changes unlikely and suggests that the effect is due instead to an LTP process. While LTP is known to exist in the human brain, the ability to elicit LTP from non-surgical patients will provide a human model system allowing the detailed examination of synaptic plasticity in normal subjects and may have future clinical applications in the assessment of cognitive disorders.
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Affiliation(s)
- Timothy J. Teyler
- Medical Education Program, University of Idaho, Moscow, ID and Department of Veterinary & Comparative Anatomy, Pharmacology & Physiology, Washington State University, Pullman, WA, USA
| | - Jeff P. Hamm
- Department of Psychology, and Research Centre for Cognitive Neuroscience, University of Auckland, Private Bag 92019, Auckland, New Zealand
| | - Wesley C. Clapp
- Department of Psychology, and Research Centre for Cognitive Neuroscience, University of Auckland, Private Bag 92019, Auckland, New Zealand
| | - Blake W. Johnson
- Department of Psychology, and Research Centre for Cognitive Neuroscience, University of Auckland, Private Bag 92019, Auckland, New Zealand
| | - Michael C. Corballis
- Department of Psychology, and Research Centre for Cognitive Neuroscience, University of Auckland, Private Bag 92019, Auckland, New Zealand
| | - Ian J. Kirk
- Department of Psychology, and Research Centre for Cognitive Neuroscience, University of Auckland, Private Bag 92019, Auckland, New Zealand
- Correspondence: Dr Ian J. Kirk, as above. E-mail:
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19
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Hamm JP, Johnson BW, Kirk IJ. Comparison of the N300 and N400 ERPs to picture stimuli in congruent and incongruent contexts. Clin Neurophysiol 2002; 113:1339-50. [PMID: 12140015 DOI: 10.1016/s1388-2457(02)00161-x] [Citation(s) in RCA: 145] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
OBJECTIVES The aim of this study was to examine the N300 and N400 effect to pictures that were semantically incongruous to a prior object name. Based upon theories of object identification, the semantic incongruity was manipulated to occur early or late in the object processing stream. METHODS High-density visual event-related potentials were measured in response to passively viewed black and white line drawings of common objects. Pictures were preceded with an object name at either the basic (categorical) or subordinate (specific) level. The object either matched or mismatched with the name. With subordinate level names, mismatches could be within- or between-category. RESULTS The N400 effect was found for both basic and subordinate level mismatches. The N400 was found for both the subordinate-within and subordinate-between. Comparison of the scalp distributions between these N400 effects suggested a common effect was found for all conditions. The N300 effect, however, was only found for between-category mismatches, and only when semantic expectations were high in the match baseline (subordinate matches). CONCLUSIONS The findings are consistent with theories of object identification that suggest that objects are initially categorized prior to being identified at more specific levels. The N300 appears to reflect the categorisation while the N400 effect appears to be responsive to all semantic mismatches. Comparison of scalp topographies, functional differences, and different estimated cortical source locations suggest that the N300 and N400 are two distinct semantic effects that reflect aspects of object identification.
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Affiliation(s)
- Jeff P Hamm
- Department of Psychology, Centre for Cognitive Neuroscience, University of Auckland, Auckland, New Zealand.
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20
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Ludwig I, Skrandies W. Human perceptual learning in the peripheral visual field: sensory thresholds and neurophysiological correlates. Biol Psychol 2002; 59:187-206. [PMID: 12009561 DOI: 10.1016/s0301-0511(02)00009-1] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Perceptual learning in the peripheral visual field was studied in 24 adults using vernier targets. The aim was to relate perceptual improvements to changes of electrical brain activity. Thresholds were measured before, during, and after training, and on the next day. During training, the subjects passively looked at suprathreshold targets, and EEG activity was recorded from 30 electrodes over the occipital brain areas. Mean evoked potentials were computed for the first and second block of 1200 stimulus presentations, and the scalp topography of visual evoked potential (VEP) activity was analysed. Only for the stimulated area, training resulted initially in increased thresholds that, however, decreased significantly after consolidation. Electrical brain activity displayed smaller field strength and altered topography after training. Some of the effects were caused by habituation or adaptation to the training stimuli resulting in less efficient neurophysiological processing. The topographical changes indicate that different neuronal elements were activated after perceptual learning.
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Affiliation(s)
- Ira Ludwig
- Physiological Institute, Justus Liebig University Giessen, Aulweg 129, D-35392 Giessen, Germany.
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21
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Anagnostou E, Skrandies W. Effects of temporal gaps between successive fixation targets on discrimination performance and evoked brain activity. Neurosci Res 2001; 40:367-74. [PMID: 11463483 DOI: 10.1016/s0168-0102(01)00250-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Planning and executing of action in real-world conditions require continuous sensory input from many modalities. At the same time, sensory functions depend on reafferent and efference-copy information flow as imposed by motor actions. We studied how a specific oculomotor task influences afferent visual processing. Twenty healthy adults performed visually guided saccades. Between the offset of a fixation light and the onset of a new visual target a temporal gap of a duration of about 200 ms was introduced. This time structure is known from previous studies to elicit saccades at express latencies. In a control condition, 'no gap' was used. During eye movements one of four visual patterns with different orientations was presented, triggered by the horizontal electro-oculogram. We analyzed discrimination performance and the simultaneously recorded multichannel EEG activity. In the gap condition, shorter saccadic latencies were accompanied by significant more correct perceptual judgments. However, brain activity, as quantified by global field power, evoked component latency and topographical descriptors (centers of gravity or centroids) were not affected by the gap. This contrasts the notion that parieto-occipital areas are the most important sites of sensorimotor integration. Furthermore, the presence of a visual masking stimulus did not degrade discrimination performance, demonstrating that local retinal afterimages were not used for perceptual decisions. We conclude that intra-saccadic visual processing is influenced by pre-saccadic events. Under the short-time constraints prevalent in the saccadic task, fixation target cues are not only used for motor planning but also influence the visibility of visual patterns presented during the eye movement.
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Affiliation(s)
- E Anagnostou
- Institute of Physiology, School of Medicine, Justus Liebig University, Aulweg 129, 35392, Giessen, Germany
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22
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Skrandies W. The processing of stereoscopic information in human visual cortex: psychophysical and electrophysiological evidence. CLINICAL EEG (ELECTROENCEPHALOGRAPHY) 2001; 32:152-9. [PMID: 11512379 DOI: 10.1177/155005940103200310] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Three-dimensional depth perception relies in part on the binocular fusion of horizontally disparate stimuli presented to the left and right eye. The mammalian visual system offers a unique possibility to study electrophysiologically cortical neuronal mechanisms: since the input of the two eyes remains separated up to the level of the visual cortex, evoked potential components that are generated exclusively by cortical structures may be explored when dynamic random-dot stereograms (dRDS) are presented. In a series of independent studies, we determined the scalp topography of dRDS evoked brain activity in different groups of healthy subjects, and we found consistent results. Major differences between stereoscopic and contrast evoked brain activity are seen in the strength of the potential fields as well as in their topography. Our findings suggest that there are fewer neurons in the human visual cortex that are responsive to horizontal disparity, and that higher visual areas like V2 are more engaged with stereoscopic processing than the primary visual cortex. On the other hand, component latencies of evoked brain activity show no effect signifying that the binocular information flow to the visual cortex has a similar time course for both the processing of contrast information and of dRDS stimuli. We could also verify that healthy subjects can learn to perceive 3D structure contained in dRDS. Changes in perceptual ability as measured with psychophysical tests are paralleled by systematic alterations in the topography of stereoscopically evoked potential fields. Stereoscopic VEP recordings may also be of clinical use: in patients with selectively disturbed depth perception but normal visual acuity there is a high correlation between clinical symptoms, perceptual deficiency, and altered VEP amplitudes and latencies.
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Affiliation(s)
- W Skrandies
- Institute of Physiology, Justus-Liebig University, Aulweg 129, 35392 Giessen, Germany.
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23
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Skrandies W, Jedynak A, Fahle M. Perceptual learning: psychophysical thresholds and electrical brain topography. Int J Psychophysiol 2001; 41:119-29. [PMID: 11325457 DOI: 10.1016/s0167-8760(00)00177-x] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
We studied perceptual learning by determining psychophysical discrimination thresholds for visual hyper acuity targets (vernier stimuli) as a function of stimulus orientation. One aim was to relate perceptual improvements to changes of electrophysiological activity of the human brain. A group of 43 healthy adults participated in a psychophysical experiment where vernier thresholds for vertical and horizontal vernier targets were compared. In 16 subjects thresholds were measured for each orientation twice at an interval of 25 min. Between threshold estimations, evoked brain activity was recorded from 30 electrodes over the occipital brain areas while the subjects observed appearance and disappearance of supra-threshold vernier offsets. Mean evoked potentials were computed for the first and second 600 stimulus presentations, and the scalp topography of electrical brain activity was analyzed. Vertically oriented stimuli yielded significantly better performance than horizontal targets, and thresholds were significantly lower in the second half of the experiment, i.e. after prolonged viewing of stimuli. The improvements in discrimination performance were specific for stimulus orientation and did not generalize. Learning effects were also observed with electrical brain activity, and field strength of the potentials increased significantly as a function of time. Scalp topography of the evoked components was significantly affected indicating a shift of activation between different neuronal elements induced by perceptual learning.
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Affiliation(s)
- W Skrandies
- Institute of Physiology, Justus-Liebig University, School of Medicine, Aulweg 129, 35392, Giessen, Germany.
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24
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Bastiaansen MC, Knösche TR. Tangential derivative mapping of axial MEG applied to event-related desynchronization research. Clin Neurophysiol 2000; 111:1300-5. [PMID: 10880806 DOI: 10.1016/s1388-2457(00)00272-8] [Citation(s) in RCA: 158] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
OBJECTIVES A problem with the topographic mapping of MEG data recorded with axial gradiometers is that field extrema are measured at sensors located at either side of a neuronal generator instead of at sensors directly above the source. This is problematic for the computation of event-related desynchronization (ERD) on MEG data, since ERD relies on a correspondence between the signal maximum and the location of the neuronal generator. METHODS We present a new method based on computing spatial derivatives of the MEG data. The limitations of this method were investigated by means of forward simulations, and the method was applied to a 150-channel MEG dataset. RESULTS The simulations showed that the method has some limitations. (1) Fewer channels reduce accuracy and amplitude. (2) It is less suitable for deep or very extended sources. (3) Multiple sources can only be distinguished if they are not too close to each other. Applying the method in the calculation of ERD on experimental data led to a considerable improvement of the ERD maps. CONCLUSIONS The proposed method offers a significant advantage over raw MEG signals, both for the topographic mapping of MEG and for the analysis of rhythmic MEG activity by means of ERD.
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Affiliation(s)
- M C Bastiaansen
- Cooperation Centre Tilburg and Eindhoven Universities, The, Tilburg, Netherlands.
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25
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Skrandies W, Jedynak A. Associative learning in humans--conditioning of sensory-evoked brain activity. Behav Brain Res 2000; 107:1-8. [PMID: 10628725 DOI: 10.1016/s0166-4328(99)00096-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A classical conditioning paradigm was employed in two experiments performed on 35 human volunteers. In nine subjects, the presentation of Landolt rings (conditioned stimuli, CS + ) was paired with an electric stimulus (unconditioned stimuli, UCS) applied to the left median nerve. Neutral visual control stimuli were full circles (CS -) that were not paired with the UCS. The skin conductance response (SCR) was determined in a time interval of 5 s after onset of the visual stimuli, and it was measured in the acquisition and test phase. Associative learning was reflected by a SCR occurring selectively with CS +. The same experiment was repeated with another group of 26 adults while electroencephalogram (EEG) was recorded from 30 electrodes. For each subject, mean evoked potentials were computed. In 13 of the subjects, a conditioning paradigm was followed while the other subjects served as the control group (non-contingent stimulation). There were somatosensory and visual brain activity evoked by the stimuli. Conditioned components were identified by computing cross-correlation between evoked somatosensory components and the averaged EEG. In the visual evoked brain activity, three components with mean latencies of 105.4, 183.2, and 360.3 ms were analyzed. Somatosensory stimuli were followed by major components that occurred at mean latencies of 48.8, 132.5, 219.7, 294.8, and 374.2 ms latency after the shock. All components were analyzed in terms of latency, field strength, and topographic characteristics, and were compared between groups and experimental conditions. Both visual and somatosensory brain activity was significantly affected by classical conditioning. Our data illustrate how associative learning affects the topography of brain electrical activity elicited by presentation of conditioned visual stimuli.
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Affiliation(s)
- W Skrandies
- School of Medicine, Justus-Liebig University, Giessen, Germany.
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26
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Daubenspeck JA, Lim LM, Akay M. Global field power helps separate respiratory-related evoked potentials from EMG contamination. J Appl Physiol (1985) 2000; 88:282-90. [PMID: 10642391 DOI: 10.1152/jappl.2000.88.1.282] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Respiratory-related evoked potentials (RREPs) were stimulated by brief (200-ms) oral pressure pulses (-10 cmH(2)O) applied at the onset of inspiration in 12 subjects. Scalp potentials were measured at 30 sites on a rectangular grid that encompassed the right side of the scalp overlying the somatosensory cortex (SSC). Concurrent and significant masseter EMG (mEMG) activity was evoked by the pressure pulse, and we found correlational evidence for contamination of the RREP by the mEMG. The global field power (GFP) was used to provide a robust, reference-independent measure of SSC activation that provided partial insulation from mEMG contamination. The mean GFP from all subjects, reflective of afferent information from respiratory mechanoreceptors, showed a latency to onset of significant afferent SSC activity of approximately 25 ms. Scalp GFP activity during control experiments (absence of applied pressure) was significant and may reflect ongoing afferent activity from inspiration.
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Affiliation(s)
- J A Daubenspeck
- Department of Physiology, Dartmouth Medical School, Lebanon, New Hampshire 03756, USA.
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27
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Blumenfeld LD, Clementz BA. Hemispheric differences on auditory evoked response suppression in schizophrenia. Neuroreport 1999; 10:2587-91. [PMID: 10574374 DOI: 10.1097/00001756-199908200-00027] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Using binaural stimuli, schizophrenia subjects have worse auditory evoked response (AER) suppression than normals in a paired-click paradigm. In this study we investigated hemispheric differences in AER suppression between groups using monaural and binaural stimulus presentation. Auditory evoked responses from 12 schizophrenia and 12 normal subjects were recorded with a 148-channel whole-head biomagnetometer. One hundred and twenty pairs of clicks were presented in three counterbalanced blocks (left, right, binaural). With monaural stimuli, patients had worse M100 suppression than normals in ipsilateral (effect size -2.13) but not in contralateral hemisphere (effect size -0.43). The groups did not differ on gamma band response suppression. Overall, the best group separations were obtained with binaural stimulus presentation on M100 suppression (effect size -4.14).
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Affiliation(s)
- L D Blumenfeld
- Department of Psychology, University of California, San Diego, La Jolla 92093-0109, USA
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28
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Skrandies W, Reik P, Kunze C. Topography of evoked brain activity during mental arithmetic and language tasks: sex differences. Neuropsychologia 1999; 37:421-30. [PMID: 10215089 DOI: 10.1016/s0028-3932(98)00103-1] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
We studied visual information processing using two different tasks in a group of 10 female and 10 male healthy, right-handed adults. Subjects solved arithmetic tasks shown sequentially on a computer monitor, and they also compared words presented as anagrams. The experimental design allowed us to compare the effects of reading or actively processing a given stimulus. Task difficulty was varied in three steps ('easy', 'medium', 'hard') after an independent group of 81 young adults had judged the stimulus material according to difficulty by answering questionnaires. Brain activity was recorded from an array of 30 electrodes extending from the inion to 5% anterior of F2. For each subject mean potentials were averaged off-line after screening the EEG for artifacts. Components were determined quantitatively as epochs of stable topography resulting in 10 independent components occurring within 1200 ms after stimulus onset. Significant effects were seen with field strength and scalp topography: simply reading the stimuli yielded significantly smaller amplitudes than when the subjects actively processed the same stimuli. Females had consistently larger global field power than males, and they also displayed different scalp field topography of various components. In addition, processing anagrams was accompanied by larger field strength than mental arithmetic. The scalp field distributions were also affected by sex, task type and difficulty indicating the activation of different neuronal assemblies during visual information processing of males and females. Many effects were seen at short latencies in the order of 70-120 ms indicating very early selective processing of visual stimuli where specific differences were introduced by sex and task parameters.
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Affiliation(s)
- W Skrandies
- Institute of Physiology, Justus-Liebig University, Giessen, Germany.
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29
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Skrandies W, Anagnostou E. Electroencephalographic cortical oscillations and saccadic eye movements in humans. Neurosci Lett 1999; 261:57-60. [PMID: 10081926 DOI: 10.1016/s0304-3940(98)01014-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
A model predicting different types of saccades has suggested that the presence of rhythmic brain activity determines whether a subject will produce regular or express saccades. We studied cortical oscillations preceding saccadic eye movements. Brain electrical activity was recorded in nine healthy adults continuously from 30 electrodes while subjects performed saccades. In a so-called gap condition multimodal latency distributions resulted. Express saccades were preceded by different oscillatory activity than regular saccades. This was a highly significant finding restricted to the alpha and beta bands of the EEG. Step-wise discriminant analysis showed that cortical oscillations measured from only few electrode sites allowed to predict reliably which type of saccade a subject will make. These findings support the notion that stimulus-induced oscillations of the human EEG may modulate thresholds for triggering saccades.
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Affiliation(s)
- W Skrandies
- School of Medicine, Justus-Liebig University, Giessen, Germany.
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30
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Abstract
We investigated human perceptual learning with stereoscopic stimuli presented below threshold. Different visual patterns were shown as dynamic random dot stereograms in a forced-choice design in order to determine the psychophysical thresholds of 16 adults. Brain electrical activity was recorded from 30 electrodes over parieto-occipital areas while stereograms were presented with horizontal disparities below threshold. During the observation of sub-threshold stimuli, we tested repeatedly whether implicit perceptual learning occurred. More than half of the subjects learned to see stereoscopic targets. This was accompanied by topographic changes in the pattern of activation of neural assemblies in the visual cortex where the center of activity shifted towards the right hemisphere. Subjects who did not improve in perception, displayed no such effects.
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Affiliation(s)
- W Skrandies
- School of Medicine, Justus-Liebig University, Giessen, Germany
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31
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Sviderskaya NE, Korol'kova TA. Spatial organization of electrical processes in the brain: problems and solutions. NEUROSCIENCE AND BEHAVIORAL PHYSIOLOGY 1998; 28:620-35. [PMID: 9850958 DOI: 10.1007/bf02462984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Theoretical questions of the spatial organization of electrical activity in the brain are discussed in terms of a multilevel realization of the synergetic principle for formation of functional systems underlying behavior and mental function. The role of the spatial-temporal superimposition of coherent structures of biopotentials in generating fields of increased activity in the cerebral cortex is discussed, these being responsible for integrative and associative functions. A hypothesis is proposed regarding the relationship between the energy and information factors of coherent structures as one of the important characteristics describing the efficiency of energy-informational processes. Emphasis is placed on the need for considering not only linear, but also nonlinear associations of biopotentials in considerations of the form and functional sense of their spatial organization.
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Affiliation(s)
- N E Sviderskaya
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, Moscow
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32
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Abstract
The processing of visual input depends on the position of the visual stimuli in the visual field. Based on the anatomical structure of the retina and the cortex, the function and perception vary with the location in the visual field. Due to the low signal-to-noise ratio, electrophysiological recordings in human subjects commonly have to use large stimuli and, therefore, yield poor spatial resolution. The combination of the method of quasi-simultaneous stimulation of many small (1.5 degrees x 1.5 degrees squares) visual field elements by binary m-sequences and topographical recordings allowed us to reconstruct the potential maps elicited at each of 54 visual field locations independently. Twenty-two normal subjects participated in the experiments and observed monocularly a stimulation field of 13.5 degrees x 9 degrees filled with the 54 squares. Mean luminance was 6.5 cd/m2 and contrast was 95%. The EEG was recorded in 30 channels with a dense array of electrodes over the occipital brain areas. Individual noise levels of the subjects were estimated and significant signals were analyzed quantitatively. We determined three components between 90 ms and 220 ms latency. Both global field power (GFP) and topography of the components were affected by retinal stimulus location, showing a significant decline of GFP with retinal eccentricity. Our data demonstrate that even small retinal targets may evoke brain activity which can be recorded simultaneously. Scalp field topography depends critically on the exact stimulus location within the foveal and parafoveal retinal areas while response strength mainly depends on eccentricity.
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Affiliation(s)
- A Jedynak
- Institute of Physiology, Justus-Liebig University, Giessen, Germany
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33
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Skrandies W. Evoked potential correlates of semantic meaning--A brain mapping study. BRAIN RESEARCH. COGNITIVE BRAIN RESEARCH 1998; 6:173-83. [PMID: 9479069 DOI: 10.1016/s0926-6410(97)00033-5] [Citation(s) in RCA: 136] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
According to the 'semantic differential technique' the affective meaning of words can be quantified in statistically defined, independent dimensions where every word is uniquely located on the three dimensions evaluation ('good-bad'), potency ('strong-weak'), and activity ('active-passive'). Two experiments were performed on a total of 52 adults: first, 162 nouns were rated by 30 subjects. All words had a comparable number of letters and frequency of occurrence in the German language. A factor analysis followed by varimax rotation on the ratings yielded three semantic dimensions, and for each dimension up to 20 words were selected which scored highly positive or highly negative on one of the three dimensions, and had small scores on the others. This resulted in six semantic word classes which were then used in electrophysiological experiments performed on another group of 22 healthy right-handed adults. Stimuli were presented sequentially on a computer monitor in a randomized order, and the EEG was recorded in 30 channels and continuously stored on hard disk. A checkerboard reversal stimulus was used in a control condition. Evoked potentials were computed off-line for each semantic class. Comparison of the factor structure revealed highly similar semantic dimensions and classification of all words used. In the electrophysiological data, specific brain activity occurred that was related to semantic processing. These components, however, showed distinctive differences to brain activity elicited by contrast reversing checkerboard patterns as was evident from significant differences in component latency, amplitude, and scalp topography. Significant differences in scalp topography, latency and field strength between semantic word classes were not restricted to late 'cognitive' components, but brain activity at small latencies was affected by semantic meaning of the stimuli. Our data show how visually evoked brain activity is modulated by the meaning of the stimuli at early processing stages without reflecting hemispheric differences.
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Affiliation(s)
- W Skrandies
- Physiological Institute, Justus-Liebig University, Aulweg 129, Giessen 35392, Germany.
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34
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Clementz BA, Blumenfeld LD, Cobb S. The gamma band response may account for poor P50 suppression in schizophrenia. Neuroreport 1997; 8:3889-93. [PMID: 9462461 DOI: 10.1097/00001756-199712220-00010] [Citation(s) in RCA: 161] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The relationship between gamma band response (GBR) and P50 suppression was investigated among 10 DSM-IV schizophrenia patients and 10 normal comparison subjects using neuromagnetic and electrical recordings. In a paired-click paradigm, the neuromagnetic GBR and M100 suppression data improved schizophrenia-normal group separations over the typical electrical, vertex-recorded P50 suppression measure. The neuromagnetic GBR was also superior to the magnetic equivalent of P50 (M50) for discriminating schizophrenia and normal subjects. Our data are consistent with the hypothesis that P50 may be a subcomponent of the GBR, and that P50 suppression may be a proxy for GBR suppression. Measurement of the GBR should be given consideration as another, and perhaps better, means for evaluating auditory-evoked response abnormalities among schizophrenia patients.
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Affiliation(s)
- B A Clementz
- Department of Psychology, University of California, San Diego, La Jolla 92093-0109, USA
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35
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Skrandies W, Jedynak A. Local luminance and pattern reversal stimuli yield different visual evoked potential topography. Int J Neurosci 1997; 92:127-41. [PMID: 9522262 DOI: 10.3109/00207459708986396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
We studied how the stimulation of quadrants of the visual field affect brain potential topography, and we compared activity elicited by conventional pattern reversal or by local luminance stimuli. The method of quasi-simultaneous stimulation of many small visual field elements by binary m-sequences allowed us to reconstruct the potentials evoked at each of 54 visual field locations independently. Data from all field elements within each quadrant and in the whole stimulation field were summed and compared to those elicited by checkerboard reversal stimuli presented in the four quadrants or as full field stimuli. In twenty-two healthy adults evoked brain activity was recorded in 30 channels with an electrode array densely spaced over the occipital brain areas. With local flash stimuli as well as with checkerboard reversal the topographical distributions of cortical activation changed significantly with retinal stimulus location. Analysis of three components occurring between 50 and 240 ms revealed significant differences between pattern reversal and local luminance evoked brain activity. Reversal stimuli yielded not only larger amplitudes but also a completely different component structure and topography. Our results illustrate that different neuronal generators are activated by pattern reversal and local luminance stimuli although visual field location of the stimuli was identical indicating that the same retinal and cortical structures respond in a different way depending on stimulation mode.
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Affiliation(s)
- W Skrandies
- Institute of Physiology, Justus-Liebig University, Giessen, Germany
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36
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Skrandies W, Laschke K. Topography of visually evoked brain activity during eye movements: lambda waves, saccadic suppression, and discrimination performance. Int J Psychophysiol 1997; 27:15-27. [PMID: 9161889 DOI: 10.1016/s0167-8760(97)00749-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Eye movement-related brain activity was studied in 14 subjects by recording EEG topographically in 16 channels over the occipital brain areas. Potential fields obtained with or without the simultaneous presentation of a visual stimulus during the time course of horizontal saccades were compared. Without visual stimulation, eye movements were followed at a mean latency of about 65 ms by a lateralized occipital dominant component whose topography was determined by the direction of the saccade but whose latency was independent of the time course of the eye movements. This component was reminiscent of lambda waves, however, it could also be elicited in complete darkness. When stimuli were presented during saccades, component latencies increased significantly, and there were also topographic changes in the evoked potential fields. Negative centroids were located more anteriorly and positive ones more posteriorly on the scalp when compared to brain activity recorded with stable eye positions and visual stimulation. All subjects reported no suppression of visual stimuli when presented during saccades occurred. This was confirmed by testing the discrimination performance of an independent group of 27 subjects. Our data show that the execution of saccades elicits electrophysiological patterns of activation in the visual cortex even without visual input. The increase of component latency observed during saccades as well as topographical differences suggest that visual information is processed by different neuronal elements during saccadic eye movements.
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Affiliation(s)
- W Skrandies
- Institute of Physiology, Justus-Liebig University, Giessen, F.R.G.
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37
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Skrandies W. Depth perception and evoked brain activity: the influence of horizontal disparity and visual field location. Vis Neurosci 1997; 14:527-32. [PMID: 9194319 DOI: 10.1017/s0952523800012189] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
The perception of dynamic random-dot stereograms (RDS) depends on the physiological fusion of horizontally disparate binocular visual input. Thus, the use of RDS offers the possibility to study selectively cortical processing of visual information in man. We investigated the influence of horizontal disparity on the scalp topography of RDS evoked brain activity in 33 healthy subjects. Stereoscopic checkerboard patterns were presented in the center or lateralized in the left or right visual field with horizontal disparities changing at temporal frequencies of six or eight depth reversals/s using different disparity values ranging from 3.5 to 28 min of arc. In 11 subjects evoked potential fields were recorded from 16 electrodes, and 21 subjects participated in 30-channel recordings with electrodes located over the parietal and occipital brain areas. Stimulation frequency-related brain activity was obtained with all disparity values; however, with large or small disparities the potential field strength decreased significantly while largest responses were obtained with intermediate disparities. Significant differences were observed in RDS evoked brain activity when central and lateralized stimulus locations were compared. With lateral stimuli (extending from the fovea to 17.1-deg eccentricity) maximal amplitudes were obtained at larger disparities than with central stimuli. In addition there were pronounced differences between brain activity evoked with stimuli presented in the left or right visual field; however, there were very similar evoked potential signals recorded from electrodes located over the left and right hemispheres. Our findings indicate that the processing of disparity information with lateralized stimuli is different from the processing in the center of the visual field. In addition, lateralized stimulation yields a significant disparity tuning mainly with stereoscopic targets occurring to the right from the fixation point (but not with stimuli to the left) suggesting a functional difference between the visual half-fields.
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Affiliation(s)
- W Skrandies
- Institute of Physiology, Justus-Liebig University, Giessen, Germany
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