Latent Factor Decoding of Multi-Channel EEG for Emotion Recognition Through Autoencoder-Like Neural Networks

Robust cross-subject emotion recognition based on multichannel EEG has always been hard work. In this work, we hypothesize that there exist default brain variables across subjects in emotional processes. Hence, the states of the latent variables that relate to emotional processing must contribute to...

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Detalles Bibliográficos
Publicado en:Front Neurosci
Autores principales: Li, Xiang, Zhao, Zhigang, Song, Dawei, Zhang, Yazhou, Pan, Jingshan, Wu, Lu, Huo, Jidong, Niu, Chunyang, Wang, Di
Formato: Artigo
Lenguaje:Inglês
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7061897/
https://ncbi.nlm.nih.gov/pubmed/32194367
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00087
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