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Emotion recognition while applying cosmetic cream using deep learning from EEG data; cross-subject analysis

We report a deep learning-based emotion recognition method using EEG data collected while applying cosmetic creams. Four creams with different textures were randomly applied, and they were divided into two classes, “like (positive)” and “dislike (negative)”, according to the preference score given b...

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Detalles Bibliográficos
Autores principales: Kim, Jieun, Hwang, Dong-Uk, Son, Edwin J., Oh, Sang Hoon, Kim, Whansun, Kim, Youngkyung, Kwon, Gusang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9648831/
https://www.ncbi.nlm.nih.gov/pubmed/36355917
http://dx.doi.org/10.1371/journal.pone.0274203