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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Detaylı Bibliyografya
Asıl Yazarlar: Naeem, Muhammad, Brunner, Clemens, Pfurtscheller, Gert
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Hindawi Publishing Corporation 2009
Konular:
Research Article
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC2695957/
https://ncbi.nlm.nih.gov/pubmed/19536346
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2009/537504
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