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Model based generalization analysis of common spatial pattern in brain computer interfaces

In the motor imagery based Brain Computer Interface (BCI) research, Common Spatial Pattern (CSP) algorithm is used widely as a spatial filter on multi-channel electroencephalogram (EEG) recordings. Recently the overfitting effect of CSP has been gradually noticed, but what influence the overfitting...

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Bibliografiske detaljer
Main Authors: Huang, Gan, Liu, Guangquan, Meng, Jianjun, Zhang, Dingguo, Zhu, Xiangyang
Format: Artigo
Sprog:Inglês
Udgivet: Springer Netherlands 2010
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2918755/
https://ncbi.nlm.nih.gov/pubmed/21886674
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11571-010-9117-x
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