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Transcranial magnetic stimulation for individual identification of the best electrode position for a motor imagery-based brain-computer interface

机译:经颅磁刺激可单独识别基于运动图像的脑机接口的最佳电极位置

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摘要

BackgroundFor the translation of noninvasive motor imagery (MI)-based brain-computer interfaces (BCIs) from the lab environment to end users at their homes, their handling must be improved. As a key component, the number of electroencephalogram (EEG)-recording electrodes has to be kept at a minimum. However, due to inter-individual anatomical and physiological variations, reducing the number of electrodes bares the risk of electrode misplacement, which will directly translate into a limited BCI performance of end users. The aim of the study is to evaluate the use of focal transcranial magnetic stimulation (TMS) as an easy tool to individually optimize electrode positioning for a MI-based BCI. For this, the area of MI-induced mu-rhythm modulation was compared with the motor hand representation area in respect to their localization and to the control performance of a MI-based BCI.
机译:背景技术为了将基于无创运动图像(MI)的脑机接口(BCI)从实验室环境转换为家中的最终用户,必须改善其处理方式。作为关键组件,脑电图(EEG)记录电极的数量必须保持最少。但是,由于个体之间的解剖和生理变化,减少电极数量几乎没有电极放错的风险,这将直接转化为最终用户有限的BCI性能。这项研究的目的是评估局灶性经颅磁刺激(TMS)作为一种简单的工具,以单独优化基于MI的BCI的电极位置。为此,就其定位和基于MI的BCI的控制性能而言,将MI诱导的mu节奏调制区域与运动手代表区域进行了比较。

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