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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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Detaylı Bibliyografya
Yayımlandı:Front Neurosci
Asıl Yazarlar: Li, Xiang, Zhao, Zhigang, Song, Dawei, Zhang, Yazhou, Pan, Jingshan, Wu, Lu, Huo, Jidong, Niu, Chunyang, Wang, Di
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2020
Konular:
Online Erişim: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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