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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Hauptverfasser: Devlaminck, Dieter, Wyns, Bart, Grosse-Wentrup, Moritz, Otte, Georges, Santens, Patrick
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2011
Schlagworte:
Research Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3191786/
https://ncbi.nlm.nih.gov/pubmed/22007194
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2011/217987
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