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Removal of EMG Artifacts from Multichannel EEG Signals Using Combined Singular Spectrum Analysis and Canonical Correlation Analysis

Electroencephalography (EEG) signals collected from human scalps are often polluted by diverse artifacts, for instance electromyogram (EMG), electrooculogram (EOG), and electrocardiogram (ECG) artifacts. Muscle artifacts are particularly difficult to eliminate among all kinds of artifacts due to the...

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Detalles Bibliográficos
Autores principales: Liu, Qingze, Liu, Aiping, Zhang, Xu, Chen, Xiang, Qian, Ruobing, Chen, Xun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6955116/
https://www.ncbi.nlm.nih.gov/pubmed/31976053
http://dx.doi.org/10.1155/2019/4159676