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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Bibliographic Details
Main Authors: Mishuhina, Vasilisa, Jiang, Xudong
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/142567