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Auditory steady-state response stimuli based BCI application - the optimization of the stimuli types and lengths

机译:基于听觉稳态响应刺激的BCI应用 - 刺激类型和长度的优化

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We propose a method for an improvement of auditory BCI (aBCI) paradigm based on a combination of ASSR stimuli optimization by choosing the subjects' best responses to AM-, flutter-, AM/FM and click-envelope modulated sounds. As the ASSR response features we propose pairwise phase-locking-values calculated from the EEG and next classified using binary classifier to detect attended and ignored stimuli. We also report on a possibility to use the stimuli as short as half a second, which is a step forward in ASSR based aBCI. The presented results are helpful for optimization of the aBCI stimuli for each subject.
机译:我们提出了一种基于ASSR刺激优化的组合来改善听觉BCI(ABCI)范式的方法,通过选择对AM-,颤动,AM / FM和点击包络调制声音的最佳响应来组合。由于ASSR响应特征,我们提出了从EEG计算的配对锁相值,并使用二进制分类器进行分类,以检测参加和忽略的刺激。我们还报告了使用刺激的可能性短至半秒,这是基于ASSR的ABCI前进的一步。所提出的结果有助于优化每个受试者的ABCI刺激。

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