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U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis Journal article
Zuo, Qiankun, Li, Ruiheng, Shi, Binghua, Hong, Jin, Zhu, Yanfei, Chen, Xuhang, Wu, Yixian, Guo, Jia. U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis[J]. Frontiers in Computational Neuroscience, 2024, 18, 1387004.
Authors:  Zuo, Qiankun;  Li, Ruiheng;  Shi, Binghua;  Hong, Jin;  Zhu, Yanfei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.1/2.9 | Submit date：2024/05/16
Brain Neurological Disease  Central Connectivity Perception  Hierarchical Topological Transformer  Multi-head Attention  Multi-level Temporal-correlated Attention  Time-series Restoration  
Degree-Pruning Dynamic Programming Approaches to Central Time Series Minimizing Dynamic Time Warping Distance Journal article
Sun, Tao, Liu, Hongbo, Yu, Hong, Chen, C. L. Philip. Degree-Pruning Dynamic Programming Approaches to Central Time Series Minimizing Dynamic Time Warping Distance[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2017, 47(7), 1719-1729.
Authors:  Sun, Tao;  Liu, Hongbo;  Yu, Hong;  Chen, C. L. Philip
Favorite | TC[WOS]:19 TC[Scopus]:21  IF:9.4/10.3 | Submit date：2018/10/30
Barycenter Averaging  Central Time Series  Dynamic Time Warping (Dtw)  Time Series  Within-group Sum Of Squares (Wgsss)