Multisubject Learning for Common Spatial Patterns in Motor-Imagery BCI

Motor-imagery-based brain-computer interfaces (BCIs) commonly use the common spatial pattern filter (CSP) as preprocessing step before feature extraction and classification. The CSP method is a supervised algorithm and therefore needs subject-specific training data for calibration, which is very tim...

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Bibliographic Details
Main Authors: Dieter Devlaminck, Bart Wyns, Moritz Grosse-Wentrup, Georges Otte, Patrick Santens
Format: Article
Language:English
Published: Hindawi Limited 2011-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2011/217987