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An attention-based hybrid deep learning framework integrating brain connectivity and activity of resting-state functional MRI data 期刊论文
Medical Image Analysis, 2022, 页码: 102413
作者:  Miin Zhao;  Weizheng Yan;  Na Luo;  Dongmei Zhi;  Zening Fu;  Yuhui Du;  Shan Yu;  Tianzi Jiang;  Vince D. Calhoun;  Jing Sui
Adobe PDF(3010Kb)  |  收藏  |  浏览/下载：58/24  |  提交时间：2024/06/17
A Cross-Feature Mutual Learning Framework to Integrate Functional Connectivity and Activity for Brain Disorder Classification 会议论文
, USA, July 15-19, 2024
作者:  Min Zhao;  Rongtao Xu;  Dongmei Zhi;  Shan Yu;  Vince D Calhoun;  Jing Sui
Adobe PDF(2565Kb)  |  收藏  |  浏览/下载：53/19  |  提交时间：2024/06/17
TFF-Former: Temporal-frequency fusion transformer for zero-training decoding of two BCI tasks 会议论文
, Lisboa Portugal, October 10 - 14, 2022
作者:  Li XJ(李叙锦);  Wei W(魏玮);  Qiu S(邱爽);  He HG(何晖光)
Adobe PDF(1941Kb)  |  收藏  |  浏览/下载：29/8  |  提交时间：2024/06/11
ESDB: Expand The Shrinking Decision Boundary via One-to-Many Information Matching for Continual Learning with Small Memory 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2024, 页码: /
作者:  Kunchi Li;  Hongyang Chen;  Jun Wan;  Shan YU
Adobe PDF(7792Kb)  |  收藏  |  浏览/下载：48/6  |  提交时间：2024/06/04
CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 3825–3837
作者:  Li KC(李焜炽);  Wan J(万军);  Yu S(余山)
Adobe PDF(3813Kb)  |  收藏  |  浏览/下载：65/13  |  提交时间：2024/05/28
Aberrant brain functional and structural developments in MECP2 duplication rats 期刊论文
Neurobiology of Disease, 2022, 卷号: 173, 页码: 105838
作者:  Xu, Ming;  Qi, Shile;  Calhoun, Vince;  Dai, Jiankun;  Yu, Bin;  Zhang, Kaiwei;  Pei, Mengchao;  Li, Chenjian;  Wei, Yusheng;  Jiang, Rongtao;  Zhi, Dongmei;  Huang, Zhimin;  Qiu, Zilong;  Liang, Zhifeng;  Sui, Jing
Adobe PDF(3238Kb)  |  收藏  |  浏览/下载：74/26  |  提交时间：2024/05/28
Robustly uncovering the heterogeneity of neurodegenerative disease by using data-driven subtyping in neuroimaging: A review 期刊论文
Brain research, 2024, 卷号: 1823, 页码: 13
作者:  Chen, Pindong;  Zhang, Shirui;  Zhao, Kun;  Kang, Xiaopeng;  Rittman, Timothy;  Liu, Yong
Adobe PDF(1130Kb)  |  收藏  |  浏览/下载：105/2  |  提交时间：2024/02/22
Neurodegenerative diseases  Alzheimer's disease  Heterogeneity  Subtype  Data-driven  
Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer 会议论文
, Gold Coast Convention and Exhibition Centre Queensland, Australia, 2023-06-18
作者:  Wanqing Jiang;  Gaofeng Meng;  Tianzi Jiang;  Nianming Zuo
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：257/100  |  提交时间：2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent  
Multimodal motor imagery decoding method based on temporal spatial feature alignment and fusion 期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 2, 页码: 026009
作者:  Zhang,Yukun;  Qiu,Shuang;  He,Huiguang
Adobe PDF(16882Kb)  |  收藏  |  浏览/下载：172/26  |  提交时间：2023/05/31
brain-computer interface  motor imagery  multimodal  EEG-fNIRS  center loss  
Intra-Class Uncertainty Loss Function for Classification 会议论文
, Virtual, 2021-7-5
作者:  He, Zhu;  Shan, Yu
Adobe PDF(1510Kb)  |  收藏  |  浏览/下载：134/46  |  提交时间：2023/05/23