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Topography independent component analysis and dipole source analysis of movement related potentials

机译:运动相关电位的形貌独立分量分析和偶极子源分析

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摘要

The objective of this study was to test, in single subjects, the hypothesis that the signs of voluntary movement-related neural activity would first appear in the prefrontal region, then move to both the medial frontal and posterior parietal regions, progress to the medial primary motor area, lateralize to the contralateral primary motor area and finally involve the cerebellum (where feedback-initiated error signals are computed). Six subjects performed voluntary finger movements while DC coupled EEG was recorded from 64 scalp electrodes. Event-related potentials (ERPs) averaged on the movements were analysed both before and after independent component analysis (ICA) combined with dipole source analysis (DSA) of the independent components. Both a simple topographic analysis of undecomposed ERPs and the ICA/DSA analysis suggested that the original hypothesis was inadequate. The major departure from its predictions was that, while activity over many brain regions did appear at the expected times, it also appeared at unexpected times. Overall, the results suggest that the neuroscientific ‘standard model’, in which neural activity occurs sequentially in a series of discrete local areas each specialized for a particular function, may reflect the true situation less well than models in which large areas of brain shift simultaneously into and out of common activity states.Electronic supplementary materialThe online version of this article (doi:10.1007/s11571-007-9024-y) contains supplementary material, which is available to authorized users.
机译:这项研究的目的是在单个受试者中测试以下假设:与运动有关的自愿性神经活动的体征会首先出现在额前区域,然后移动到额中部和后壁,然后发展到原发性运动区域,横向于对侧主要运动区域,最后累及小脑(计算反馈引发的误差信号)。六名受试者进行了自愿的手指运动,同时从64个头皮电极上记录了直流耦合的脑电图。在独立成分分析(ICA)和独立成分的偶极子源分析(DSA)之前和之后,分析了平均运动相关的事件相关电位(ERP)。对未分解的ERP进行简单的地形分析和ICA / DSA分析都表明,最初的假设是不充分的。其预测的主要偏离是,尽管许多大脑区域的活动确实在预期的时间出现,但它也在意外的时间出现。总体而言,结果表明,神经科学的“标准模型”(其中神经活动顺序发生在一系列专门用于特定功能的离散局部区域中)依次发生,其真实情况可能不如大面积大脑同时移动的模型反映的真实情况好。电子补充材料本文的在线版本(doi:10.1007 / s11571-007-9024-y)包含补充材料,授权用户可以使用。

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