Feature weighting and regularization of common spatial patterns in EEG-based motor imagery BCI

Electroencephalography signals have very low spatial resolution and electrodes capture signals that are overlapping each other. To extract the discriminative features and alleviate overfitting problem for motor imagery brain-computer interface (BCI), spatial filtering is widely applied but often onl...

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Detalhes bibliográficos
Main Authors: Mishuhina, Vasilisa, Jiang, Xudong
Outros Autores: School of Electrical and Electronic Engineering
Formato: Journal Article
Idioma:English
Publicado em: 2020
Assuntos:
Acesso em linha:https://hdl.handle.net/10356/142567