Deep learning models for EEG-based rapid serial visual presentation event classification

被引：0
|
作者：
机构：
[1] [1,Zhang, Fu-Quan
[2] Mao, Zi-Jing
[3] Huang, Yu-Fei
[4] Xu, Lin
[5] Ding, Gang Yi
来源：
| 2018年 / Ubiquitous International卷 / 09期
关键词：
Classification algorithm - CNN4EEG - Convolution neural network - Electro-encephalogram (EEG) - Event classification - Prediction performance - Rapid serial visual presentations - Temporal correlations;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
28
引用
收藏
相关论文
共 50 条
  • [1] Classification of rapid serial visual presentation based EEG with multi-task learning
    Xie P.
    Hu J.
    Jiang G.
    Wang P.
    Men Y.
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2023, 44 (11): : 215 - 223
  • [2] EEG-based Target Detection During a multi-Rapid Serial Visual Presentation
    Lin, Zhimin
    Zeng, Ying
    Wang, Xiaojuan
    Wu, Qunjian
    Yan, Bin
    2017 8TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 2017, : 556 - 559
  • [3] EEG Classification Algorithm for Rapid Serial Visual Presentation Task
    Li B.-W.
    Liu Z.-W.
    Gao X.-G.
    Lin Y.-F.
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2019, 39 : 186 - 190
  • [4] Deep Learning for EEG-Based Preference Classification
    Teo, Jason
    Hou, Chew Lin
    Mountstephens, James
    2ND INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY 2017 (ICAST'17), 2017, 1891
  • [5] Multirapid Serial Visual Presentation Framework for EEG-Based Target Detection
    Lin, Zhimin
    Zeng, Ying
    Gao, Hui
    Tong, Li
    Zhang, Chi
    Wang, Xiaojuan
    Wu, Qunjian
    Yan, Bin
    BIOMED RESEARCH INTERNATIONAL, 2017, 2017
  • [6] EEG-Based Identity Authentication Framework Using Face Rapid Serial Visual Presentation with Optimized Channels
    Zeng, Ying
    Wu, Qunjian
    Yang, Kai
    Tong, Li
    Yan, Bin
    Shu, Jun
    Yao, Dezhong
    SENSORS, 2019, 19 (01)
  • [7] Deep Learning for EEG-Based Preference Classification in Neuromarketing
    Aldayel, Mashael
    Ykhlef, Mourad
    Al-Nafjan, Abeer
    APPLIED SCIENCES-BASEL, 2020, 10 (04):
  • [8] Real-time EEG-based Person Authentication System Using Face Rapid Serial Visual Presentation
    Wu, Qunjian
    Zeng, Ying
    Lin, Zhimin
    Wang, Xiaojuan
    Yan, Bin
    2017 8TH INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING (NER), 2017, : 564 - 567
  • [9] EEG-based stress identification and classification using deep learning
    Muhammad Adeel Hafeez
    Sadia Shakil
    Multimedia Tools and Applications, 2024, 83 : 42703 - 42719
  • [10] EEG-based stress identification and classification using deep learning
    Hafeez, Muhammad Adeel
    Shakil, Sadia
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 83 (14) : 42703 - 42719
12345