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INFORMATION THEORETIC FEATURE PROJECTION FOR SINGLE-TRIAL BRAIN-COMPUTER INTERFACES

Current approaches on optimal spatio-spectral feature extraction for single-trial BCIs exploit mutual information based feature ranking and selection algorithms. In order to overcome potential confounders underlying feature selection by information theoretic criteria, we propose a non-parametric fea...

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Detalhes bibliográficos
Publicado no:IEEE Int Workshop Mach Learn Signal Process
Main Authors: Özdenizci, Ozan, Quivira, Fernando, Erdoğmuş, Deniz
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6525614/
https://ncbi.nlm.nih.gov/pubmed/31110907
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/MLSP.2017.8168178
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