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: Devlaminck, Dieter, Wyns, Bart, Grosse-Wentrup, Moritz, Otte, Georges, Santens, Patrick
Format: Online
Language:English
Published: Hindawi Publishing Corporation 2011
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3191786/