选择性注意对多个assr的影响对未来脑机接口应用的影响

Netiwit Kaongoen, Sungho Jo
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引用次数: 5

摘要

利用听觉刺激的脑机接口(BCI)已被设计用于支持无法使用传统基于视觉的脑机接口的视觉障碍用户或患者。作为听觉p300脑机接口的替代方案,研究人员已经报道了在二元脑机接口系统中使用听觉稳态响应(ASSR)的可能性。在本研究中,我们研究了当同时给予三种ASSR刺激时,选择性注意对ASSR振幅的影响。结果表明,当被试选择性地关注目标刺激时,ASSR的振幅显著增加了约20%。在两种刺激和三种刺激下,选择性注意的效果也没有差异。目前的研究表明,在处理多类问题的听觉脑机接口系统中引入非合作ASSR的可能性。
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The effect of selective attention on multiple ASSRs for future BCI application
Brain-computer interfaces (BCIs) that utilize auditory stimuli have been designed to support users or patients with visual impairment that are incapable of using the conventional visual-based BCI. As an alternative to auditory P300-based BCI, researchers have reported the possibility of using the auditory steady state response (ASSR) in the binary-class BCI system. In the present work, we investigated the effect of selective attention on the amplitude of ASSRs when three ASSR stimuli are simultaneously given. The result shows that the amplitude of ASSR is significantly increased by approximately 20% when the subject selectively attend to the target stimulus. There is also no difference in the effect of selective attention between when two stimuli and three stimuli are given. This current work suggests the possibility of incooperating ASSR into the auditory BCI system that deal with multiple-class problem.
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