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The Synergy between Complex Channel-Specific FIR Filter and Spatial Filter for Single-Trial EEG Classification

The common spatial pattern analysis (CSP), a frequently utilized feature extraction method in brain-computer-interface applications, is believed to be time-invariant and sensitive to noises, mainly due to an inherent shortcoming of purely relying on spatial filtering. Therefore, temporal/spectral fi...

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Detalles Bibliográficos
Autores principales: Yu, Ke, Wang, Yue, Shen, Kaiquan, Li, Xiaoping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3799915/
https://www.ncbi.nlm.nih.gov/pubmed/24204705
http://dx.doi.org/10.1371/journal.pone.0076923