Combining temporal and spatial attention for seizure prediction

被引：0
|
作者：
Yao Wang
Yufei Shi
Zhipeng He
Ziyi Chen
Yi Zhou
机构：
[1] Sun Yat-sen University,School of Biomedical Engineering
[2] Sun Yat-sen University,Department of Medical Informatics, Zhongshan School of Medicine
[3] Sun Yat-sen University,Department of Neurology, First Affiliated Hospital
来源：
Health Information Science and Systems | / 11卷
关键词：
Seizure prediction; EEG; GAT; Transformer; Spatiotemporal attention;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Combining temporal and spatial attention for seizure prediction
    Wang, Yao
    Shi, Yufei
    He, Zhipeng
    Chen, Ziyi
    Zhou, Yi
    HEALTH INFORMATION SCIENCE AND SYSTEMS, 2023, 11 (01)
  • [2] Combining salience and temporal diffusion to model spatial attention
    MacInnes, W. Joseph
    PERCEPTION, 2021, 50 (1_SUPPL) : 38 - 38
  • [3] Spatial–temporal attention fusion for traffic speed prediction
    Anqin Zhang
    Qizheng Liu
    Ting Zhang
    Soft Computing, 2022, 26 : 695 - 707
  • [4] A Spatial-Temporal Attention Approach for Traffic Prediction
    Shi, Xiaoming
    Qi, Heng
    Shen, Yanming
    Wu, Genze
    Yin, Baocai
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (08) : 4909 - 4918
  • [5] EEG-based patient-specific seizure prediction based on Spatial-Temporal Hypergraph Attention Transformer
    Dong, Changxu
    Sun, Dengdi
    Zhang, Zejing
    Luo, Bin
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 100
  • [6] Temporal Fusion Transformers for streamflow Prediction: Value of combining attention with recurrence
    Koya, Sinan Rasiya
    Roy, Tirthankar
    JOURNAL OF HYDROLOGY, 2024, 637
  • [7] Temporal Pyramid Network With Spatial-Temporal Attention for Pedestrian Trajectory Prediction
    Li, Yuanman
    Liang, Rongqin
    Wei, Wei
    Wang, Wei
    Zhou, Jiantao
    Li, Xia
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 9 (03): : 1006 - 1019
  • [8] A Spatial-Temporal Attention Model for Human Trajectory Prediction
    Xiaodong Zhao
    Yaran Chen
    Jin Guo
    Dongbin Zhao
    IEEE/CAAJournalofAutomaticaSinica, 2020, 7 (04) : 965 - 974
  • [9] A spatial-temporal attention model for human trajectory prediction
    Zhao, Xiaodong
    Chen, Yaran
    Guo, Jin
    Zhao, Dongbin
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 7 (04) : 965 - 974
  • [10] Intelligent Vehicles Trajectory Prediction with Spatial and Temporal Attention Mechanism
    Meng, Qingyu
    Shang, Bingxu
    Liu, Yanran
    Guo, Hongyan
    Zhao, Xu
    IFAC PAPERSONLINE, 2021, 54 (10): : 454 - 459
12345