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An improved multi-input deep convolutional neural network for automatic emotion recognition

Current decoding algorithms based on a one-dimensional (1D) convolutional neural network (CNN) have shown effectiveness in the automatic recognition of emotional tasks using physiological signals. However, these recognition models usually take a single modal of physiological signal as input, and the...

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Detalles Bibliográficos
Autores principales: Chen, Peiji, Zou, Bochao, Belkacem, Abdelkader Nasreddine, Lyu, Xiangwen, Zhao, Xixi, Yi, Weibo, Huang, Zhaoyang, Liang, Jun, Chen, Chao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9577494/
https://www.ncbi.nlm.nih.gov/pubmed/36267236
http://dx.doi.org/10.3389/fnins.2022.965871