Low-quality training data detection method of EEG signals for motor imagery BCI system

Rui Ouyang, Zihao Jin, Shuhao Tang,Cunhang Fan,Xiaopei Wu

Journal of Neuroscience Methods(2022)

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摘要
•A low-quality data detection method is proposed to screen low-quality training samples caused by different factors.•The possibility of reusing low-quality samples is studied.•An online asynchronous MI-BCI system is designed and implemented.
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关键词
Brain computer interface (BCI),Independent component analysis (ICA),Electroencephalogram (EEG),Motor imagery (MI)
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