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Towards a minimal EEG channel array for a biometric system using resting-state and a genetic algorithm for channel selection

We present a new approach for a biometric system based on electroencephalographic (EEG) signals of resting-state, that can identify a subject and reject intruders with a minimal subset of EEG channels. To select features, we first use the discrete wavelet transform (DWT) or empirical mode decomposit...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Moctezuma, Luis Alfredo, Molinas, Marta
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7484900/
https://ncbi.nlm.nih.gov/pubmed/32913275
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-72051-1
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