Classification of four-class motor imagery employing single-channel electroencephalography.

With advances in brain-computer interface (BCI) research, a portable few- or single-channel BCI system has become necessary. Most recent BCI studies have demonstrated that the common spatial pattern (CSP) algorithm is a powerful tool in extracting features for multiple-class motor imagery. However,...

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Bibliographic Details
Main Authors: Sheng Ge, Ruimin Wang, Dongchuan Yu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4064966?pdf=render