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An Investigation of Deep Learning Models for EEG-Based Emotion Recognition

Emotion is the human brain reacting to objective things. In real life, human emotions are complex and changeable, so research into emotion recognition is of great significance in real life applications. Recently, many deep learning and machine learning methods have been widely applied in emotion rec...

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Furkejuvvon:
Váldodahkkit: Yaqing Zhang, Jinling Chen, Jen Hong Tan, Yuxuan Chen, Yunyi Chen, Dihan Li, Lei Yang, Jian Su, Xin Huang, Wenliang Che
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Frontiers Media S.A. 2020-12-01
Ráidu:Frontiers in Neuroscience
Fáttát:
EEG
emotion recognition
DNN (deep neural network)
CNN (convolutional neural network)
CNN-LSTM
Liŋkkat:https://www.frontiersin.org/articles/10.3389/fnins.2020.622759/full
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