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A Removal of Eye Movement and Blink Artifacts from EEG Data Using Morphological Component Analysis

EEG signals contain a large amount of ocular artifacts with different time-frequency properties mixing together in EEGs of interest. The artifact removal has been substantially dealt with by existing decomposition methods known as PCA and ICA based on the orthogonality of signal vectors or statistic...

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Detalhes bibliográficos
Publicado no:Comput Math Methods Med
Main Authors: Singh, Balbir, Wagatsuma, Hiroaki
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5282461/
https://ncbi.nlm.nih.gov/pubmed/28194221
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/1861645
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