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Chen YH, Chang CY, Huang SK. Strike or ball? Batters know it better: an fMRI study of action anticipation in baseball players. Cereb Cortex 2023; 33:3221-3238. [PMID: 35788641 DOI: 10.1093/cercor/bhac271] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 05/23/2022] [Accepted: 06/16/2022] [Indexed: 11/12/2022] Open
Abstract
To assess whether the brain processes of action anticipation are modulated differently by perceptual and motor experiences, baseball batters, pitchers, and non-players were asked to predict the fate of pitching actions (strike or ball) while undergoing functional magnetic resonance imaging. Results showed both batters (perceptual experts of pitching action) and pitchers (motor experts) were more accurate than non-players. Furthermore, batters demonstrated higher perceptual sensitivity in discriminating strikes than non-players. All groups engaged the action observation network, putamen, and cerebellum during anticipation, while pitchers showed higher activity than non-players in the left premotor cortex, which has been implicated in the internal simulation of observed action. Only batters exhibited differences in strike versus ball pitches in their left ventral extrastriate cortex, which might be associated with the processing of relevant visual information conveyed by the observed pitcher's movement kinematics and pitch trajectory. Moreover, all groups showed higher activity selectively in the striatum, thalamus, sensorimotor cortices, and cerebellum during correct predictions than during incorrect ones, with most widespread activation in batters, reinforcing the greater involvement of the sensorimotor system in perceptual experience. Our findings demonstrate that perceptual experience might enhance action anticipation ability to a greater extent than motor experience, with overlapping but specific neural underpinnings.
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Affiliation(s)
- Yin-Hua Chen
- Graduate Institute of Athletics and Coaching Science, National Taiwan Sport University, No. 250, Wenhua 1st Road, Guishan, Taoyuan 33301, Taiwan
| | - Chih-Yen Chang
- Department of Physical Education, National Taiwan Normal University, No. 162, Sec. 1, Heping E. Road, Taipei 10610, Taiwan
| | - Shih-Kuei Huang
- Department of Physical Education, Chinese Culture University, No. 55, Hwa-Kang Road, Yang-Ming-Shan, Taipei 11114, Taiwan
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Maurer LK, Maurer H, Hegele M, Müller H. Can Stephen Curry really know?-Conscious access to outcome prediction of motor actions. PLoS One 2022; 17:e0250047. [PMID: 35041676 PMCID: PMC8765646 DOI: 10.1371/journal.pone.0250047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Accepted: 12/15/2021] [Indexed: 11/18/2022] Open
Abstract
The NBA player Stephen Curry has a habit of turning away from the basket right after taking three-point shots even before the ball reaches the basket, suggesting that he can reliably predict whether the just released shot will hit or not. In order to use this "knowledge" to deliberately decide which action to take next, Stephen Curry needs conscious access to the results of internal processes of outcome prediction and valuation. In general, computational simulations and empirical data suggest that the quality of such internal predictions is related to motor skill level. Whether the results of internal predictions can reliably be consciously accessed, however, is less clear. In the current study, 30 participants each practiced a virtual goal-oriented throwing task for 1000 trials. Every second trial, they were required to verbally predict the success of the current throw. Results showed that on average, verbal prediction accuracy was above an individually computed chance level, taking into account individual success rates and response strategies. Furthermore, prediction accuracy was related to task skill level. Participants with better performances predicted the success of their throws more accurately than participants with poorer performances. For the poorer performing individuals, movement execution was negatively affected when the verbalized predictions were required. They also showed no noticeable modulation of speech characteristics (response latency) for correct and incorrect predictions as observed in the high performers.
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Affiliation(s)
- Lisa Katharina Maurer
- Department of Psychology and Sport Science, Neuromotor Behavior Lab, Justus Liebig University, Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB), Universities of Marburg and Giessen, Giessen, Germany
| | - Heiko Maurer
- Department of Psychology and Sport Science, Neuromotor Behavior Lab, Justus Liebig University, Giessen, Germany
| | - Mathias Hegele
- Department of Psychology and Sport Science, Neuromotor Behavior Lab, Justus Liebig University, Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB), Universities of Marburg and Giessen, Giessen, Germany
| | - Hermann Müller
- Department of Psychology and Sport Science, Neuromotor Behavior Lab, Justus Liebig University, Giessen, Germany
- Center for Mind, Brain and Behavior (CMBB), Universities of Marburg and Giessen, Giessen, Germany
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Müller S, Brenton J, Mansingh A. Sources of information pick-up for anticipation by skilled cricket batsmen. Eur J Sport Sci 2020; 21:1385-1393. [PMID: 33108979 DOI: 10.1080/17461391.2020.1842911] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
This study investigated whether skilled West Indian cricket batsmen could use contextual and kinematic information to anticipate the type of ball being bowled. Thirty-one participants were recruited that formed first class (n = 10), elite club (n = 10), and elite youth representative (n = 11) groups. Each group completed a video temporal occlusion batting test under two conditions. Condition one presented bowler kinematic information; that is, occlusion occurred at back-foot, front-foot, and ball release, with a no occlusion control. Condition two presented game contextual information in the form of field placings that was congruent with the ball types prior to temporal occlusion trials. Results revealed no significant skill group differences in the timing of information pick-up under kinematic or contextual conditions. Prediction accuracy for all skill groups was at guessing level at each temporal occlusion that presented kinematic information, but was above chance at no occlusion. Prediction accuracy for all skill groups increased to above guessing level at advance cue temporal occlusions when contextual information was provided. Findings indicate that this group of skilled batsmen did not use kinematic information for anticipation in this temporal occlusion task, but relied heavily upon contextual information. An implication of this study is that skilled batsmen should be targeted for visual-perceptual training to pick-up contextual and kinematic information to guard against deception from the latter that can negatively impact batting performance.
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Affiliation(s)
- Sean Müller
- Discipline of Exercise Science, Murdoch University, Perth, Australia
| | - John Brenton
- Discipline of Exercise Science, Murdoch University, Perth, Australia
| | - Akshai Mansingh
- Faculty of Sport, The University of West Indies, Mona, Jamaica
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Chen YH, Chang CY, Huang SK, Yen NS. Nonlinear engagement of action observation network underlying action anticipation in players with different levels of expertise. Hum Brain Mapp 2020; 41:5199-5214. [PMID: 32845066 PMCID: PMC7670634 DOI: 10.1002/hbm.25186] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 08/04/2020] [Accepted: 08/10/2020] [Indexed: 12/26/2022] Open
Abstract
The goal of this study was to reconcile inconsistency of neural engagement underlying action anticipation between experts and nonexperts, as well as between correct and incorrect anticipations. Therefore, we asked novice, intermediate, and skilled baseball batters (N, IB, and SB) to anticipate their swing decisions in response to pitching videos of a strike or ball, using functional magnetic resonance imaging. Behavioral results confirmed the effect of expertise that is generally shown in a linear fashion. Imaging results instead revealed a nonlinear relationship between expertise level and the evoked response amplitude of nodes within the action observation network. The relationship was best captured by an inverted U‐shaped quadratic response profile across the three groups such that IB exhibited higher activation than did both SB and N. These empirical findings extend the framework of predictive coding as well as of neural efficiency in anticipating the action of others, and they might be associated with the underlying process to interpret the goal of the observed action and prepare one's own response. Furthermore, the right anterior cerebellum showed different levels of activation for correct and incorrect anticipations in all groups, adding novel evidence of its subtle involvement in anticipation processes irrespective of expertise status.
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Affiliation(s)
- Yin-Hua Chen
- Research Center for Mind, Brain, and Learning, National Chengchi University, Taipei, Taiwan
| | - Chih-Yen Chang
- Research Center for Mind, Brain, and Learning, National Chengchi University, Taipei, Taiwan.,Department of Physical Education, National Taiwan Normal University, Taipei, Taiwan
| | - Shih-Kuei Huang
- Department of Physical Education, Chinese Culture University, Taipei, Taiwan
| | - Nai-Shing Yen
- Research Center for Mind, Brain, and Learning, National Chengchi University, Taipei, Taiwan.,Department of Psychology, National Chengchi University, Taipei, Taiwan
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Midline frontal and occipito-temporal activity during error monitoring in dyadic motor interactions. Cortex 2020; 127:131-149. [PMID: 32197149 DOI: 10.1016/j.cortex.2020.01.020] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 12/17/2019] [Accepted: 01/07/2020] [Indexed: 12/18/2022]
Abstract
Discrepancies between sensory predictions and action outcome are at the base of error coding. However, these phenomena have mainly been studied focussing on individual performance. Here, we explored EEG responses to motor prediction errors during a human-avatar interaction and show that Theta/Alpha activity of the frontal error-monitoring system works in phase with activity of the occipito-temporal node of the action observation network. Our motor interaction paradigm required healthy individuals to synchronize their reach-to-grasp movements with those of a virtual partner in conditions that did (Interactive) or did not require (Cued) movement prediction and adaptation to the partner's actions. Crucially, in 30% of the trials the virtual partner suddenly and unpredictably changed its movement trajectory thereby violating the human participant's expectation. These changes elicited error-related neuromarkers (ERN/Pe - Theta/Alpha modulations) over fronto-central electrodes during the Interactive condition. Source localization and connectivity analyses showed that the frontal Theta/Alpha activity induced by violations of the expected interactive movements was in phase with occipito-temporal Theta/Alpha activity. These results expand current knowledge about the neural correlates of on-line interpersonal motor interactions linking the frontal error-monitoring system to visual, body motion-related, responses.
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Özkan DG, Pezzetta R, Moreau Q, Abreu AM, Aglioti SM. Predicting the fate of basketball throws: an EEG study on expert action prediction in wheelchair basketball players. Exp Brain Res 2019; 237:3363-3373. [DOI: 10.1007/s00221-019-05677-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 11/07/2019] [Indexed: 12/22/2022]
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Anticipation of wheelchair and rollerblade actions in spinal cord injured people, rollerbladers, and physiotherapists. PLoS One 2019; 14:e0213838. [PMID: 30875399 PMCID: PMC6420014 DOI: 10.1371/journal.pone.0213838] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 03/03/2019] [Indexed: 01/24/2023] Open
Abstract
Embodied Cognition Theories (ECT) postulate that higher-order cognition is heavily influenced by sensorimotor signals. We explored the active role of somatosensory afferents and motor efferents in modulating the perception of actions in people who have suffered a massive body-brain disconnection because of spinal cord injury (SCI), which leads to sensory-motor loss below the lesion. We assessed whether the habitual use of a wheelchair enhances the capacity to anticipate the endings of tool-related actions, with respect to actions that have become impossible. In a Temporal Occlusion task, three groups of participants (paraplegics, rollerbladers and physiotherapists) observed two sets of videos depicting an actor who attempted to climb onto a platform using a wheelchair or rollerblades. Three different outcomes were possible, namely: a) success (the actor went up the step); b) fail (the actor stopped before the step without going up) and c) fall (the actor fell without going up). Each video set comprised 5 different durations increasing in complexity: in the shortest (600ms) only preparatory body movements were shown and in the longest (3000ms) the complete action was shown. The participants were requested to anticipate the outcome (success, fail, fall). The main result showed that the SCI group performed better with the wheelchair videos and poorer with rollerblade videos than both groups, even if the physiotherapists group never used rollerblades. In line with the ECT, this suggests that the action anticipation skills are not only influenced by motor expertise, but also by motor connection.
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Marshall AC, Gentsch A, Blum AL, Broering C, Schütz-Bosbach S. I feel what I do: Relating interoceptive processes and reward-related behavior. Neuroimage 2019; 191:315-324. [PMID: 30776528 DOI: 10.1016/j.neuroimage.2019.02.032] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 02/01/2019] [Accepted: 02/13/2019] [Indexed: 11/24/2022] Open
Abstract
Interoceptive signalling has been shown to contribute to action regulation and action experience. Here, we assess whether motor behaviour can be influenced by anticipated homeostatic feeling states induced through different predictable contexts. Participants performed a reward incentive paradigm in which accurate responses increased (gain) or avoided the depletion (averted loss) of a credit score. Across two types of blocks, we varied the predictability of the outcome state. In predictable blocks, a cue signaled a gain, loss or control trial (motor response did not affect the credit score). This allowed participants to anticipate the interoceptive feeling state associated with the outcome. In unpredictable blocks, the cue had no relation to the type of outcome. Thus, participants were unable to anticipate the feeling state it produced. Via EEG, we measured the Heartbeat Evoked Potential (HEP) and the Contingent Negative Variation (CNV) as indices of interoceptive and motor processing respectively. In addition, we measured feedback P3 amplitude following outcome presentation and accuracy and reaction times of the required motor response. We observed higher HEP and CNV amplitudes as well as faster and more accurate motor responses in predictable compared to unpredictable outcome blocks. Similarly, feedback-related P3 amplitudes were significantly lower for predictable relative to unpredictable outcomes. Crucially, HEP amplitudes measured prior to feedback predicted feedback-related P3 amplitudes for anticipated outcome events. Results suggest that accurate anticipation of homeostatic feeling states associated with gain, loss or control outcomes facilitates motor execution and outcome evaluation. Findings are hereby the first to empirically assess the link between interoceptive and motor domains and provide primary evidence for a joint processing structure.
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Affiliation(s)
- Amanda C Marshall
- Department of Psychology, General and Experimental Psychology Unit, Ludwig-Maximilians University, D-80802, Munich, Germany.
| | - Antje Gentsch
- Department of Psychology, General and Experimental Psychology Unit, Ludwig-Maximilians University, D-80802, Munich, Germany
| | - Anna-Lucia Blum
- Department of Psychology, General and Experimental Psychology Unit, Ludwig-Maximilians University, D-80802, Munich, Germany
| | - Christina Broering
- Department of Affective Neuroscience and Psychophysiology, Institute of Psychology, University of Goettingen, Goettingen, Germany
| | - Simone Schütz-Bosbach
- Department of Psychology, General and Experimental Psychology Unit, Ludwig-Maximilians University, D-80802, Munich, Germany
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Visuo-motor interference with a virtual partner is equally present in cooperative and competitive interactions. PSYCHOLOGICAL RESEARCH 2018; 84:810-822. [PMID: 30191316 DOI: 10.1007/s00426-018-1090-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Accepted: 09/03/2018] [Indexed: 10/28/2022]
Abstract
Automatic imitation of observed actions is thought to be a powerful mechanism, one that may mediate the reward value of interpersonal interactions, but that could also generate visuo-motor interference when interactions involve complementary movements. Since interpersonal coordination seems to be crucial both when cooperating and competing with others, the questions arises as to whether imitation-and thus visuo-motor interference-occurs in both scenarios. To address this issue, we asked human participants to engage in high- or low-interactive (Interactive or Cued condition, respectively), cooperative or competitive, joint reach-to-grasps with a virtual partner. More specifically, interactions occurred in: (i) a Cued condition, where participants simply adapted their movement timing to synchronize with (during cooperation) or anticipate (during competition) the virtual partner's grasp; (ii) an Interactive condition requiring the same adaptation, as well as a real-time selection of their action according to the virtual character's movement. To simulate a realistic human-human interaction, the virtual character would change its movement speed in consecutive trials according to participants' behaviour. Results demonstrate that visuo-motor interference-as indexed by movement kinematics (higher maximum wrist height during complementary compared to imitative power grips)-emerge in both cooperative and competitive motor interactions only when predictions about the partner's movements are needed to perform one's own action (interactive condition). These results support the idea that simulative imitation is heavily present when individuals need to match their behaviours closely.
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