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A Novel Method Based on Combination of Independent Component Analysis and Ensemble Empirical Mode Decomposition for Removing Electrooculogram Artifacts From Multichannel Electroencephalogram Signals

Electrooculogram (EOG) is one of common artifacts in recorded electroencephalogram (EEG) signals. Many existing methods including independent component analysis (ICA) and wavelet transform were applied to eliminate EOG artifacts but ignored the possible impact of the nature of EEG signal. Therefore,...

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Detalles Bibliográficos
Autores principales: Teng, Chao-Lin, Zhang, Yi-Yang, Wang, Wei, Luo, Yuan-Yuan, Wang, Gang, Xu, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8542780/
https://www.ncbi.nlm.nih.gov/pubmed/34707475
http://dx.doi.org/10.3389/fnins.2021.729403