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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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Foilsithe in:IEEE J Transl Eng Health Med
Formáid: Artigo
Teanga:Inglês
Foilsithe: IEEE 2015
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4861551/
https://ncbi.nlm.nih.gov/pubmed/27170898
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JTEHM.2015.2485261
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