Transformed common spatial pattern for motor imagery-based brain-computer interfaces.

Zhen Ma,Kun Wang,Minpeng Xu,Weibo Yi,Fangzhou Xu,Dong Ming

Frontiers in neuroscience（2023）

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摘要

The results demonstrate that the frequency band selection after CSP is better than before for MI-based BCIs. This study provides a promising approach for decoding MI EEG patterns, which is significant for the development of BCIs.

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关键词

brain–computer interface (BCI),common spatial pattern (CSP),electroencephalography (EEG),motor imagery (MI),transformed common spatial pattern (tCSP)

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