Application of SVM-RFE on EEG signals for detecting the most relevant scalp regions linked to affective valence processing

In this work, event related potentials (ERPs) induced by visual stimuli categorized with different value of affective valence are studied. EEG signals are recorded during visualization of selected pictures belonging to International Affective Picture System (IAPS). A Morlet wavelet filter is used to...

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Detalhes bibliográficos
Autor principal: Hidalgo-Muñoz, A. R. (author)
Outros Autores: López Pérez, Miriam (author), Santos, I. M. (author), Pereira, A. T. (author), Vázquez-Marrufo, M. (author), Galvao-Carmona, A. (author), Tomé, A. M. (author)
Formato: article
Idioma:eng
Publicado em: 1000
Assuntos:
Affective valence
Brain oscillations
EEG
Feature extraction
Morlet wavelet
SVM-RFE
Texto completo:http://hdl.handle.net/10773/10392
País:Portugal
Oai:oai:ria.ua.pt:10773/10392

Texto Completo

http://hdl.handle.net/10773/10392

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