Siam-GCAN: A Siamese Graph Convolutional Attention Network for EEG Emotion Recognition

Author:

Zeng Hong1ORCID,Wu Qi1ORCID,Jin Yanping1ORCID,Zheng Haohao1ORCID,Li Mingming1ORCID,Zhao Yue1ORCID,Hu Hua2ORCID,Kong Wanzeng1ORCID

Affiliation:

1. School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China

2. School of Information Science and Technology, Hangzhou Normal University, Hangzhou, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

NSFC

National International Joint Research Center for Brain-Machine Collaborative Intelligence

Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Reference48 articles.

1. GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification

2. Convolutional neural networks on graphs with fast localized spectral filtering;defferrard;arXiv 1606 09375,2016

3. EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

4. Deep feature mining via attention-based BiLSTM-GCN for human motor imagery recognition;hou;arXiv 2005 00777,2020

5. Eeg-Based Video Identification Using Graph Signal Modeling and Graph Convolutional Neural Network

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