Emotion Recognition Based on EEG Networks: Progress and Prospects

被引：0
|
作者：
Zhang, Shuhan [1 ]
Mou, Yufeng [1 ]
Li, Cunbo [1 ]
Li, Peiyang [2 ]
Li, Fali [1 ]
Lu, Jing [1 ]
Yao, Dezhong [1 ]
Yan, Hongmei [1 ]
Xu, Peng [1 ]
机构：
[1] School of Life Science and Technology, University of Life Science and Technology of China, Chengdu,611731, China
[2] School of Life Health Information Science and Engineering, Chongqing University of Posts and Telecommunications, Chongqing,400065, China
来源：
Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China | 2024年 / 53卷 / 05期
关键词：
Emotion Recognition;
D O I：
10.12178/1001-0548.2024215
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：771 / 784
相关论文
共 50 条
  • [1] EEG Based Emotion Recognition with Convolutional Neural Networks
    Ozcan, Caner
    Cizmeci, Hnseyin
    2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,
  • [2] Research Progress of EEG-Based Emotion Recognition: A Survey
    Wang, Yiming
    Zhang, Bin
    Di, Lamei
    ACM COMPUTING SURVEYS, 2024, 56 (11)
  • [3] EEG Emotion Recognition Based on Dynamic Graph Neural Networks
    Guo, Yi
    Tang, Chao
    Wu, Hao
    Chen, Badong
    2024 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, ISCAS 2024, 2024,
  • [4] EEG-based Emotion Recognition with Feature Fusion Networks
    Qiang Gao
    Yi Yang
    Qiaoju Kang
    Zekun Tian
    Yu Song
    International Journal of Machine Learning and Cybernetics, 2022, 13 : 421 - 429
  • [5] EEG-based Emotion Recognition with Feature Fusion Networks
    Gao, Qiang
    Yang, Yi
    Kang, Qiaoju
    Tian, Zekun
    Song, Yu
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2022, 13 (02) : 421 - 429
  • [6] A parallel neural networks for emotion recognition based on EEG signals
    He, Ruijie
    Jie, Yuwen
    Tong, Wei
    Zhang, Miaomiao
    Zhu, Guangyu
    Wu, Edmond Q.
    NEUROCOMPUTING, 2024, 610
  • [7] Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition
    Jinpeng Li
    Zhaoxiang Zhang
    Huiguang He
    Cognitive Computation, 2018, 10 : 368 - 380
  • [8] Bayesian Graph Neural Networks for EEG-Based Emotion Recognition
    Chen, Jianhui
    Qian, Hui
    Gong, Xiaoliang
    CLINICAL IMAGE-BASED PROCEDURES, DISTRIBUTED AND COLLABORATIVE LEARNING, ARTIFICIAL INTELLIGENCE FOR COMBATING COVID-19 AND SECURE AND PRIVACY-PRESERVING MACHINE LEARNING, CLIP 2021, DCL 2021, LL-COVID19 2021, PPML 2021, 2021, 12969 : 24 - 33
  • [9] Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition
    Li, Jinpeng
    Zhang, Zhaoxiang
    He, Huiguang
    COGNITIVE COMPUTATION, 2018, 10 (02) : 368 - 380
  • [10] EEG emotion recognition based on knowledge distillation optimized residual networks
    Wang, Pai
    Guo, Chunyong
    Xi, Shuangqiang
    Qiao, Xiang
    Mao, Lili
    Fu, Xianyong
    2022 IEEE 6TH ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2022, : 574 - 581
12345