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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Bibliographic Details
Main Author: Hidalgo-Muñoz, A. R. (author)
Other Authors: López Pérez, Miriam (author), Santos, I. M. (author), Pereira, A. T. (author), Vázquez-Marrufo, M. (author), Galvao-Carmona, A. (author), Tomé, A. M. (author)
Format: article
Language:eng
Published: 1000
Subjects:
Affective valence
Brain oscillations
EEG
Feature extraction
Morlet wavelet
SVM-RFE
Online Access:http://hdl.handle.net/10773/10392
Country:Portugal
Oai:oai:ria.ua.pt:10773/10392

Internet

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

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