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Local Temporal Correlation Common Spatial Patterns for Single Trial EEG Classification during Motor Imagery

Common spatial pattern (CSP) is one of the most popular and effective feature extraction methods for motor imagery-based brain-computer interface (BCI), but the inherent drawback of CSP is that the estimation of the covariance matrices is sensitive to noise. In this work, local temporal correlation...

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Detalles Bibliográficos
Autores principales: Zhang, Rui, Xu, Peng, Liu, Tiejun, Zhang, Yangsong, Guo, Lanjin, Li, Peiyang, Yao, Dezhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3853213/
https://www.ncbi.nlm.nih.gov/pubmed/24348740
http://dx.doi.org/10.1155/2013/591216