Two-dimensional CNN-based distinction of human emotions from EEG channels selected by multi-objective evolutionary algorithm

In this study we explore how different levels of emotional intensity (Arousal) and pleasantness (Valence) are reflected in electroencephalographic (EEG) signals. We performed the experiments on EEG data of 32 subjects from the DEAP public dataset, where the subjects were stimulated using 60-s videos...

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Detalles Bibliográficos
Autores principales: Moctezuma, Luis Alfredo, Abe, Takashi, Molinas, Marta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894479/
https://www.ncbi.nlm.nih.gov/pubmed/35241745
http://dx.doi.org/10.1038/s41598-022-07517-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8894479/
https://www.ncbi.nlm.nih.gov/pubmed/35241745
http://dx.doi.org/10.1038/s41598-022-07517-5

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