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Spatio-temporal directed acyclic graph learning with attention mechanisms on brain functional time series and connectivity 期刊论文
发表期刊: MEDICAL IMAGE ANALYSIS. 出版年: 2022, 卷号: 77
作者:  Huang, Shih-Gu;  Xia, Jing;  Xu, Liyuan;  Qiu, Anqi
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Brain functional network  Directed acyclic graph  Graph neural network  Attention mechanism  Graph pooling  Multi-scale analysis  
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Huang, Shih-Gu;  Chung, Moo K.;  Qiu, Anqi
收藏  |  浏览/下载：32/0  |  提交时间：2021/11/19
Graph convolutional neural network  Signals on surfaces  Chebyshev polynomial  Hermite polynomial  Laguerre polynomial  Laplace-Beltrami operator