Correlation-based common spatial pattern (CCSP): A novel extension of CSP for classification of motor imagery signal.

Common spatial pattern (CSP) is shown to be an effective pre-processing algorithm in order to discriminate different classes of motor-based EEG signals by obtaining suitable spatial filters. The performance of these filters can be improved by regularized CSP, in which available prior information is...

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Bibliographic Details
Main Authors: Khatereh Darvish Ghanbar, Tohid Yousefi Rezaii, Ali Farzamnia, Ismail Saad
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0248511