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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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Détails bibliographiques
Publié dans:Comput Math Methods Med
Auteurs principaux: Singh, Balbir, Wagatsuma, Hiroaki
Format: Artigo
Langue:Inglês
Publié: Hindawi Publishing Corporation 2017
Sujets:
Accès en ligne: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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