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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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Main Authors: | , , , , |
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Format: | Artigo |
Sprog: | Inglês |
Udgivet: |
Springer Netherlands
2010
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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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