Discriminating three motor imagery states of the same joint for brain-computer interface

The classification of electroencephalography (EEG) induced by the same joint is one of the major challenges for brain-computer interface (BCI) systems. In this paper, we propose a new framework, which includes two parts, feature extraction and classification. Based on local mean decomposition (LMD),...

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Hlavní autoři:	Shan Guan, Jixian Li, Fuwang Wang, Zhen Yuan, Xiaogang Kang, Bin Lu
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	PeerJ Inc. 2021-08-01
Edice:	PeerJ
Témata:	Brain-computer interface Motor imagery Local mean decomposition Cloud model Common spatial pattern Multi-objective grey wolf optimizer
On-line přístup:	https://peerj.com/articles/12027.pdf
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