A Transformer based neural network for emotion recognition and visualizations of crucial EEG channels
Author:
Funder
Natural Science Foundation of Tianjin City
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Statistical and Nonlinear Physics,Statistics and Probability
Reference46 articles.
1. EmotionMeter: A multi-modal framework for recognizing human emotions;Zheng;IEEE Trans. Cybern.,2019
2. A real-time automated system for the recognition of human facial expressions;Anderson;IEEE Trans. Syst. Man Cybern. Part B (Cybern.),2006
3. Discriminative spatiotemporal local binary pattern with revisited integral projection for spontaneous facial micro-expression recognition;Huang;IEEE Trans. Affect. Comput.,2019
4. A main directional mean optical flow feature for spontaneous micro-expression recognition;Liu;IEEE Trans. Affect. Comput.,2016
5. From emotions to mood disorders: A survey on Gait analysis methodology;Deligianni;IEEE J. Biomed. Health Inf.,2019
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