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
  • [11] Deep learning for motor imagery EEG-based classification: A review
    Al-Saegh, Ali
    Dawwd, Shefa A.
    Abdul-Jabbar, Jassim M.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2021, 63
  • [12] The role of distractors in rapid serial visual presentation reveals the mechanism of attentional blink by EEG-based univariate and multivariate analyses
    Meng, Zong
    Chen, Qi
    Zhou, Liqin
    Xu, Liang
    Chen, Antao
    CEREBRAL CORTEX, 2023, 33 (21) : 10761 - 10769
  • [13] Innovative deep learning models for EEG-based vigilance detection
    Souhir Khessiba
    Ahmed Ghazi Blaiech
    Khaled Ben Khalifa
    Asma Ben Abdallah
    Mohamed Hédi Bedoui
    Neural Computing and Applications, 2021, 33 : 6921 - 6937
  • [14] EEG-Based Emotion Estimation with Different Deep Learning Models
    Alakus, Talha Burak
    Turkoglu, Ibrahim
    2019 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2019, : 33 - 37
  • [15] Innovative deep learning models for EEG-based vigilance detection
    Khessiba, Souhir
    Blaiech, Ahmed Ghazi
    Ben Khalifa, Khaled
    Ben Abdallah, Asma
    Bedoui, Mohamed Hedi
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (12): : 6921 - 6937
  • [16] An Investigation of Deep Learning Models for EEG-Based Emotion Recognition
    Zhang, Yaqing
    Chen, Jinling
    Tan, Jen Hong
    Chen, Yuxuan
    Chen, Yunyi
    Li, Dihan
    Yang, Lei
    Su, Jian
    Huang, Xin
    Che, Wenliang
    FRONTIERS IN NEUROSCIENCE, 2020, 14
  • [17] Spatio-temporal Pattern Analysis for EEG Classification in Rapid Serial Visual Presentation Task
    Li, Bowen
    Liu, Zhiwen
    Gao, Xiaorong
    Lin, Yanfei
    PROCEEDINGS OF 2019 6TH INTERNATIONAL CONFERENCE BIOINFORMATICS RESEARCH AND APPLICATIONS (ICBRA 2019), 2019, : 91 - 95
  • [18] Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification
    Paul Bustios
    João Luís Garcia Rosa
    Applied Intelligence, 2023, 53 : 30133 - 30147
  • [19] Optimal Set of EEG Electrodes for Rapid Serial Visual Presentation
    Hild, Kenneth E., II
    Mathan, Santosh
    Huang, Yonghong
    Erdogmus, Deniz
    Pavel, Misha
    2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, : 4335 - 4338
  • [20] Incorporating hand-crafted features into deep learning models for motor imagery EEG-based classification
    Bustios, Paul
    Rosa, Joao Luis Garcia
    APPLIED INTELLIGENCE, 2023, 53 (24) : 30133 - 30147