DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning

被引:0
|
作者
Campbell, Alexander [1 ,2 ]
Zippo, Antonio Giuliano [3 ]
Passamonti, Luca [1 ]
Toschi, Nicola [4 ,5 ]
Liò, Pietro [1 ]
机构
[1] Department of Computer Science and Technology, University of Cambridge, Cambridge, United Kingdom
[2] The Alan Turing Institute, London, United Kingdom
[3] Institute of Neuroscience, University of Milano-Bicocca, Milan, Italy
[4] University of Rome Tor Vergata, Rome, Italy
[5] A.A. Martinos Center for Biomedical Imaging, Harvard Medical School, Boston, United States
来源
arXiv | 2022年
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Brain
引用
收藏
相关论文
共 50 条
  • [1] Time-varying dynamic Bayesian network learning for an fMRI study of emotion processing
    Sun, Lizhe
    Zhang, Aiying
    Liang, Faming
    STATISTICS IN MEDICINE, 2024, 43 (14) : 2713 - 2733
  • [2] Online graph learning for time-varying graphs
    Si, Binqiang
    Luo, Dongqi
    Zhu, Jihong
    ELECTRONICS LETTERS, 2022, 58 (16) : 623 - 626
  • [3] Manifold learning for fMRI time-varying functional connectivity
    Gonzalez-Castillo, Javier
    Fernandez, Isabel S. S.
    Lam, Ka Chun
    Handwerker, Daniel A. A.
    Pereira, Francisco
    Bandettini, Peter A. A.
    FRONTIERS IN HUMAN NEUROSCIENCE, 2023, 17
  • [4] Learning Time-Varying Graphs From Online Data
    Natali, Alberto
    Isufi, Elvin
    Coutino, Mario
    Leus, Geert
    IEEE OPEN JOURNAL OF SIGNAL PROCESSING, 2022, 3 : 212 - 228
  • [5] Estimation of Time-Varying Graph Signals by Learning Graph Dictionaries
    Acar, Abdullah Burak
    Vural, Elif
    2022 30TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE, SIU, 2022,
  • [6] Incremental Data-Driven Topology Learning for Time-Varying Graph Signals
    Qi, Zefeng
    Li, Guobing
    Zhai, Shiyu
    Zhang, Guomei
    2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2020,
  • [7] Time-varying graph learning from smooth and stationary graph signals with hidden nodes
    Rong Ye
    Xue-Qin Jiang
    Hui Feng
    Jian Wang
    Runhe Qiu
    Xinxin Hou
    EURASIP Journal on Advances in Signal Processing, 2024
  • [8] Time-varying graph learning from smooth and stationary graph signals with hidden nodes
    Ye, Rong
    Jiang, Xue-Qin
    Feng, Hui
    Wang, Jian
    Qiu, Runhe
    Hou, Xinxin
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2024, 2024 (01)
  • [9] Graph Learning Based on Spatiotemporal Smoothness for Time-Varying Graph Signal
    Liu, Yueliang
    Yang, Lishan
    You, Kangyong
    Guo, Wenbin
    Wang, Wenbo
    IEEE ACCESS, 2019, 7 : 62372 - 62386
  • [10] TIME-VARYING GRAPH LEARNING BASED ON SPARSENESS OF TEMPORAL VARIATION
    Yamada, Koki
    Tanaka, Yuichi
    Ortega, Antonio
    2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 5411 - 5415