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在运动学习过程中预测和后预测误差信息的相关性。

Relevance of Predictive and Postdictive Error Information in the Course of Motor Learning.

机构信息

Neuromotor Behavior Laboratory, Department of Psychology and Sport Science, Justus Liebig University, Giessen, Kugelberg 62, 35394 Giessen, Germany; Center for Mind, Brain and Behavior (CMBB), Universities of Marburg and Giessen, Germany.

Neuromotor Behavior Laboratory, Department of Psychology and Sport Science, Justus Liebig University, Giessen, Kugelberg 62, 35394 Giessen, Germany.

出版信息

Neuroscience. 2022 Mar 15;486:77-90. doi: 10.1016/j.neuroscience.2021.05.007. Epub 2021 May 14.

DOI:10.1016/j.neuroscience.2021.05.007
PMID:34000321
Abstract

The prediction of the sensory consequences of physical movements is a fundamental feature of the human brain. This function is attributed to a forward model, which generates predictions based on sensory and efferent information. The neural processes underlying such predictions have been studied using the error-related negativity (ERN) as a fronto-central event-related potential in electroencephalogram (EEG) tracings. In this experiment, 16 participants practiced a novel motor task for 4000 trials over ten sessions. Neural correlates of error processing were recorded in sessions one, five, and ten. Along with significant improvements in task performance, the ERN amplitude increased over the sessions. Simultaneously, the feedback-related negativity (FRN), a neural marker corresponding to the processing of movement-outcome feedback, attenuated with learning. The findings suggest that early in learning, the motor control system relies more on information from external feedback about terminal outcome. With increasing task performance, the forward model is able to generate more accurate outcome predictions, which, as a result, increasingly contributes to error processing. The data also suggests a complementary relationship between the ERN and the FRN over motor learning.

摘要

运动感觉后果的预测是人类大脑的基本特征。这种功能归因于前向模型,它根据感觉和传出信息生成预测。使用事件相关电位脑电图 (EEG) 轨迹中的错误相关负波 (ERN) 作为额中央事件相关电位,研究了这种预测的神经过程。在这个实验中,16 名参与者在十个疗程中进行了 4000 次新的运动任务练习。在第 1、5 和 10 个疗程中记录了错误处理的神经相关性。随着任务表现的显著提高,ERN 幅度在疗程中增加。同时,与运动结果反馈处理相对应的神经标记物反馈相关负波 (FRN) 随着学习而减弱。研究结果表明,在学习的早期,运动控制系统更依赖于关于终端结果的外部反馈信息。随着任务表现的提高,前向模型能够生成更准确的结果预测,从而越来越有助于错误处理。该数据还表明,在运动学习过程中,ERN 和 FRN 之间存在互补关系。

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