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TR-GAN: Multi-session future MRI prediction with temporal recurrent generative adversarial network 期刊论文
IEEE Transactions on Medical Imaging, 2022, 卷号: vol. 41, 期号: no. 8, 页码: 1925-1937
作者:  Fan, Chen-Chen;  Peng, Liang;  Wang, Tian;  Yang, Hongjun;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Wang, Guan’an;  Chen, Sheng;  Zhou, Yan-Jie;  Hou, Zeng-Guang
Adobe PDF(11092Kb)  |  收藏  |  浏览/下载：213/21  |  提交时间：2023/06/02
Alzheimer’s disease  magnetic resonance imaging  generative adversarial network  
BGL-Net: A brain-inspired global-local information fusion network for Alzheimer’s disease based on sMRI 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2022, 卷号: doi: 10.1109/TCDS.2022.3204782, 页码: 1-9
作者:  Fan, Chen-Chen;  Yang, Hongjun;  Peng, Liang;  Zhou, Xiao-Hu;  Ni, Zhen-Liang;  Zhou, Yan-Jie;  Chen, Sheng;  Hou, Zeng-Guang
Adobe PDF(1263Kb)  |  收藏  |  浏览/下载：130/19  |  提交时间：2023/06/02
Deep Reinforcement Learning With Part-Aware Exploration Bonus in Video Games 期刊论文
IEEE TRANSACTIONS ON GAMES, 2022, 卷号: 14, 期号: 4, 页码: 644-653
作者:  Xu, Pei;  Yin, Qiyue;  Zhang, Junge;  Huang, Kaiqi
Adobe PDF(1480Kb)  |  收藏  |  浏览/下载：300/74  |  提交时间：2023/02/22
Deep learning  exploration  reinforcement learning  video game  
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 3287-3299
作者:  Dan Li;  Changde Du;  Haibao Wang;  Qiongyi Zhou;  Huiguang He
Adobe PDF(2627Kb)  |  收藏  |  浏览/下载：240/82  |  提交时间：2023/01/17
Driving brain state transitions in major depressive disorder through external stimulation 期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
作者:  Shengpei Wang;  Hongwei Wen;  Shuang Qiu;  Peng Xie;  Jiang Qiu;  Huiguang He
Adobe PDF(3245Kb)  |  收藏  |  浏览/下载：224/67  |  提交时间：2023/01/17
BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 1-12
作者:  Ma L(马亮);  Zhang Y(张瑜);  Zhang HT(张瀚天);  Cheng LQ(程禄祺);  Yang ZY(杨正宜);  Lu YH(陆玉恒);  Shi WY(时维阳);  Li W(李雯);  Zhuo JJ(卓俊杰);  Wang JJ(王娇健);  Fan LZ(樊令仲);  Jiang TZ(蒋田仔)
Adobe PDF(16100Kb)  |  收藏  |  浏览/下载：183/36  |  提交时间：2023/01/04
anatomical connectivity fingerprints  heritability  individualized brain atlas  graph neural network  topography variability  
Unruptured brain arteriovenous malformations causing seizures localize to one common brain network 期刊论文
JOURNAL OF NEUROSCIENCE RESEARCH, 2022, 页码: 11
作者:  Zhao, Shao-Zhi;  Zhao, Yu-Xin;  Liao, Xiao-Hua;  Huo, Ran;  Li, Hao;  Jiao, Yu-Ming;  Weng, Jian-Cong;  Wang, Jie;  Liu, Bing;  Cao, Yong
Adobe PDF(1891Kb)  |  收藏  |  浏览/下载：228/43  |  提交时间：2022/12/27
brain arteriovenous malformations  lesion network mapping  seizures  voxel-based lesion-symptom mapping  
The development of cortical functional hierarchy is associated with the molecular organization of prenatal/postnatal periods 期刊论文
CEREBRAL CORTEX, 2022, 页码: 14
作者:  Zhao, Yuxin;  Wang, Meng;  Hu, Ke;  Wang, Qi;  Lou, Jing;  Fan, Lingzhong;  Liu, Bing
Adobe PDF(1943Kb)  |  收藏  |  浏览/下载：244/40  |  提交时间：2022/11/14
cortical development  fMRI  gene expression  postnatal  prenatal  
Adaptable Global Network for Whole-Brain Segmentation with Symmetry Consistency Loss 期刊论文
COGNITIVE COMPUTATION, 2022, 页码: 14
作者:  Zhao, Yuan-Xing;  Zhang, Yan-Ming;  Song, Ming;  Liu, Cheng-Lin
Adobe PDF(2496Kb)  |  收藏  |  浏览/下载：281/75  |  提交时间：2022/07/25
Whole-brain segmentation  Adaptable global network  Semi-supervised learning  Symmetry consistency loss  
Multisensory Concept Learning Framework Based on Spiking Neural Networks 期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2022, 卷号: 16, 页码: 12
作者:  Wang, Yuwei;  Zeng, Yi
Adobe PDF(1885Kb)  |  收藏  |  浏览/下载：222/54  |  提交时间：2022/07/25
concept learning  multisensory  spiking neural networks  brain-inspired  Independent Merge  Associate Merge