Module to present and identify motor imagery tasks in electroencephalography

J. Cantillo-Negrete, J. Gutiérrez-Martínez, R. Carino-Escobar, D. Elías-Viñas
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引用次数: 3

Abstract

This work presents a module that aims to facilitate the acquisition of motor imagery tasks in electroencephalography (EEG) research. The device components are: a microcontroller which sets the time intervals of the events of a Graz type paradigm, and sends markers to an EEG acquisition system; a software that presents the visual and auditory clues of the paradigm in a personal computer (PC) for the test subject to perform the motor imagery tasks; and an algorithm aimed to extract the EEG information related to the motor imagery tasks. In the module validation, a delay of 1 ± 0.5 ms between the time in which the microcontroller marks the event in the EEG amplifier and the time in which the event is showed to the subject in the computer's monitor was measured. Furthermore, an average difference of 167 μs was obtained between the time intervals theoretically set for every event and the time intervals obtained. The module was tested in the EEG acquisition of motor imagery tasks in a BCI research protocol involving thirty healthy subjects. The module was successful at presenting the paradigm in all the trials and in indentifying the events of each trial in the signals that were recorded.
单元介绍和识别脑电图中的运动图像任务
这项工作提出了一个模块,旨在促进在脑电图(EEG)研究中的运动图像任务的获取。所述器件组件为:微控制器,其设置格拉茨型范式事件的时间间隔,并向EEG采集系统发送标记;一种在个人计算机(PC)中呈现范式的视觉和听觉线索的软件,供被试执行运动意象任务;以及一种旨在提取与运动想象任务相关的脑电图信息的算法。在模块验证中,测量了微控制器在EEG放大器中标记事件的时间与在计算机监视器中向受试者显示事件的时间之间的1±0.5 ms的延迟。此外,理论设定的每个事件的时间间隔与实际得到的时间间隔平均相差167 μs。在脑机接口(BCI)研究方案中对该模块进行了运动图像任务的EEG采集测试,涉及30名健康受试者。该模块成功地在所有试验中呈现了范式,并在记录的信号中识别了每个试验的事件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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