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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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Detalles Bibliográficos
Autores principales: Devlaminck, Dieter, Wyns, Bart, Grosse-Wentrup, Moritz, Otte, Georges, Santens, Patrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3191786/
https://www.ncbi.nlm.nih.gov/pubmed/22007194
http://dx.doi.org/10.1155/2011/217987