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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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Front Neurosci
Egile Nagusiak: Li, Xiang, Zhao, Zhigang, Song, Dawei, Zhang, Yazhou, Pan, Jingshan, Wu, Lu, Huo, Jidong, Niu, Chunyang, Wang, Di
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Frontiers Media S.A. 2020
Gaiak:
Neuroscience
Sarrera elektronikoa: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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