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An Instant Donning Multi-Channel EEG Headset (with Comb-Shaped Dry Electrodes) and BCI Applications

机译:即时穿戴式多通道EEG耳机(带梳状干电极)和BCI应用

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摘要

We developed a new type of electroencephalogram (EEG) headset system with comb-shaped electrodes that enables the wearer to quickly don and utilize it in daily life. Two models that can measure EEG signals using up to eight channels have been implemented. The electrodes implemented in the headsets are similar to a comb and are placed quickly by wiping the hair (as done with a comb) using the headset. To verify this headset system, donning time was measured and three brain computer interface (BCI) application experiments were conducted. Alpha rhythm-based, steady-state visual evoked potential (SSVEP)-based, and auditory steady state response (ASSR)-based BCI systems were adopted for the validation experiments. Four subjects participated and ten trials were repeated in the donning experiment. The results of the validation experiments show that reliable EEG signal measurement is possible immediately after donning the headsets without any preparation. It took approximately 10 s for healthy subjects to don the headsets, including an earclip with reference and ground electrodes. The results of alpha rhythm-based BCI showed 100% accuracy. Furthermore, the results of SSVEP-based and ASSR-based BCI experiments indicate that performance is sufficient for BCI applications; 95.7% and 76.0% accuracies were obtained, respectively. The results of BCI paradigm experiments indicate that the new headset type is feasible for various BCI applications.
机译:我们开发了一种带有梳状电极的新型脑电图(EEG)头戴式受话器系统,使佩戴者能够在日常生活中快速佩戴和使用它。已经实现了两个可以使用多达八个通道测量EEG信号的模型。头戴式耳机中实现的电极类似于梳子,并通过使用头戴式耳机擦拭头发(使用梳子完成)而快速放置。为了验证此耳机系统,测量了佩戴时间并进行了三脑计算机接口(BCI)应用实验。验证实验采用基于Alpha节奏,基于稳态视觉诱发电位(SSVEP)和基于听觉稳态响应(ASSR)的BCI系统。穿戴实验中有四名受试者参加,并重复了十项试验。验证实验的结果表明,戴上耳机后无需进行任何准备即可立即进行可靠的EEG信号测量。健康受试者大约需要10秒钟才能佩戴好耳机,包括带有参考电极和接地电极的耳夹。基于阿尔法节奏的BCI的结果显示100%的准确性。此外,基于SSVEP和基于ASSR的BCI实验的结果表明,性能足以满足BCI应用的需求;分别获得了95.7%和76.0%的准确度。 BCI范例实验的结果表明,新的耳机类型对于各种BCI应用都是可行的。

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