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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：32/14  |  提交时间：2024/06/17
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：52/17  |  提交时间：2024/05/28
基于分步子空间映射的无标记膈肌运动预测算法 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 5, 页码: 1327-1342
作者:  余航;  李晨阳;  余绍德;  冯冬竹;  许录平
Adobe PDF(13857Kb)  |  收藏  |  浏览/下载：22/6  |  提交时间：2024/05/20
呼吸运动  胸腹部表面  膈肌  子空间映射  回归模型  4D CT  
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  收藏  |  浏览/下载：43/6  |  提交时间：2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks  
Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411
作者:  Yang Wu;  Ding-Heng Wang;  Xiao-Tong Lu;  Fan Yang;  Man Yao;  Wei-Sheng Dong;  Jian-Bo Shi;  Guo-Qi Li
Adobe PDF(6780Kb)  |  收藏  |  浏览/下载：38/5  |  提交时间：2024/04/23
Visual recognition  deep neural networks (DNNS)  brain-inspired methodologies  network compression  dynamic inference  survey  
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者:  Yi-Jun Zhang;  Zhao-Fei Yu;  Jian. K. Liu;  Tie-Jun Huang
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：53/18  |  提交时间：2024/04/23
Neural decoding  machine learning  deep learning  visual decoding  brain-inspired vision  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
Adobe PDF(69424Kb)  |  收藏  |  浏览/下载：215/70  |  提交时间：2023/07/06
PCUNet: A Context-Aware Deep Network for Coarse-to-Fine Point Cloud Completion 期刊论文
IEEE Sensors Journal, 2022, 卷号: 22, 期号: 15, 页码: 15098-15110
作者:  Zhao, Meihua;  Xiong, Gang;  Zhou, MengChu;  Shen, Zhen;  Liu, Sheng;  Han, Yunjun;  Wang, Fei-Yue
Adobe PDF(4497Kb)  |  收藏  |  浏览/下载：158/28  |  提交时间：2023/06/27
How Does the Experimental Setting Affect the Conclusions of Neural Encoding Models? 会议论文
, Marseille, 2022
作者:  Xiaohan Zhang;  Shaonan Wang;  Chengqing Zong
Adobe PDF(5576Kb)  |  收藏  |  浏览/下载：151/59  |  提交时间：2023/06/19
Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English 会议论文
, Abu Dhabi, United Arab Emirates, 2022
作者:  Xiaohan Zhang;  Shaonan Wang;  Nan Lin;  Chengqing Zong
Adobe PDF(1357Kb)  |  收藏  |  浏览/下载：130/41  |  提交时间：2023/06/19