Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks

Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks

In order to improve the accuracy of emotional recognition by end-to-end automatic learning of emotional features in spatial and temporal dimensions of electroencephalogram (EEG), an EEG emotional feature learning and classification method using deep convolution neural network (CNN) was proposed base...

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Bibliographic Details
Main Authors: J. X. Chen, P. W. Zhang, Z. J. Mao, Y. F. Huang, D. M. Jiang, Y. N. Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
EEG
emotion recognition
convolution neural network
combined features
deep learning
Online Access:https://ieeexplore.ieee.org/document/8676231/

Internet

https://ieeexplore.ieee.org/document/8676231/

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