A transform-based feature extraction approach for motor imagery tasks classification

In this paper, we present a new motor imagery classification method in the context of electroencephalography (EEG)-based brain-computer interface (BCI). This method uses a signal-dependent orthogonal transform, referred to as linear prediction singular value decomposition (LP-SVD), for feature extra...

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Bibliographic Details
Main Authors: Baali, Hamza, Khorshidtalab, Aida, Mesbah, Mustafa, Salami, Momoh Jimoh Eyiomika
Format: Article
Language:English
Published: IEEE 2015
Subjects:
Online Access:http://irep.iium.edu.my/46812/1/07299634_%281%29.pdf
http://irep.iium.edu.my/46812/
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7299634
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