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Emotion Recognition from Multiband EEG Signals Using CapsNet

Emotion recognition based on multi-channel electroencephalograph (EEG) signals is becoming increasingly attractive. However, the conventional methods ignore the spatial characteristics of EEG signals, which also contain salient information related to emotion states. In this paper, a deep learning fr...

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Detalles Bibliográficos
Autores principales: Chao, Hao, Dong, Liang, Liu, Yongli, Lu, Baoyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6540345/
https://www.ncbi.nlm.nih.gov/pubmed/31086110
http://dx.doi.org/10.3390/s19092212