Dimensionality Reduction and Channel Selection of Motor Imagery Electroencephalographic Data

The performance of spatial filters based on independent components analysis (ICA) was evaluated by employing principal component analysis (PCA) preprocessing for dimensional reduction. The PCA preprocessing was not found to be a suitable method that could retain motor imagery information in a smalle...

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Detalles Bibliográficos
Autores principales: Naeem, Muhammad, Brunner, Clemens, Pfurtscheller, Gert
Formato: Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2009
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2695957/
https://www.ncbi.nlm.nih.gov/pubmed/19536346
http://dx.doi.org/10.1155/2009/537504

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2695957/
https://www.ncbi.nlm.nih.gov/pubmed/19536346
http://dx.doi.org/10.1155/2009/537504

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