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Information Theoretic Feature Transformation Learning for Brain Interfaces

OBJECTIVE: A variety of pattern analysis techniques for model training in brain interfaces exploit neural feature dimensionality reduction based on feature ranking and selection heuristics. In the light of broad evidence demonstrating the potential sub-optimality of ranking based feature selection b...

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Detalhes bibliográficos
Publicado no:IEEE Trans Biomed Eng
Main Authors: Özdenizci, Ozan, Erdoğmuş, Deniz
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7008579/
https://ncbi.nlm.nih.gov/pubmed/30932828
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2019.2908099
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