EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM

• Published in: Applied soft computing Vol. 100; p. 106954
• Main Authors: Yin, Yongqiang, Zheng, Xiangwei, Hu, Bin, Zhang, Yuang, Cui, Xinchun
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.03.2021
• Subjects: Differential entropy; EEG; Emotion recognition; Graph convolutional neural network; Long-short term memory neural network; Emotion recognition; Long-short term memory neural network; Graph convolutional neural network; EEG; Differential entropy

In recent years, graph convolutional neural networks have become research focus and inspired new ideas for emotion recognition based on EEG. Deep learning has been widely used in emotion recognition, but it is still challenging to construct models and algorithms in practical applications. In this pa...