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Suppression of overlearning in independent component analysis used for removal of muscular artifacts from electroencephalographic records.

This paper addresses the overlearning problem in the independent component analysis (ICA) used for the removal of muscular artifacts from electroencephalographic (EEG) records. We note that for short EEG records with high number of channels the ICA fails to separate artifact-free EEG and muscular ar...

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Bibliografski detalji
Glavni autori: Jan Sebek, Radoslav Bortel, Pavel Sovka
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science (PLoS) 2018-01-01
Serija:PLoS ONE
Online pristup:http://europepmc.org/articles/PMC6091961?pdf=render
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