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Emotion recognition from multichannel EEG signals using K-nearest neighbor classification

BACKGROUND: Many studies have been done on the emotion recognition based on multi-channel electroencephalogram (EEG) signals. OBJECTIVE: This paper explores the influence of the emotion recognition accuracy of EEG signals in different frequency bands and different number of channels. METHODS: We cla...

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Detalles Bibliográficos
Autores principales: Li, Mi, Xu, Hongpei, Liu, Xingwang, Lu, Shengfu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6027901/
https://www.ncbi.nlm.nih.gov/pubmed/29758974
http://dx.doi.org/10.3233/THC-174836