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Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots 会议论文
, New Orleans, LA, USA, 18-24 June 2022
作者:  Wang, Zejin;  Liu, Jiazheng;  Li, Guoqing;  Han, Hua
Adobe PDF(7811Kb)  |  收藏  |  浏览/下载：177/90  |  提交时间：2023/05/31
Retaining Diverse Information in Contrastive Learning Through Multiple Projectors 期刊论文
IEEE Signal Processing Letters, 2022, 卷号: 29, 页码: 1789-1793
作者:  He Zhu;  Shan Yu
Adobe PDF(1001Kb)  |  收藏  |  浏览/下载：105/19  |  提交时间：2023/05/08
Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126
作者:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
Adobe PDF(978Kb)  |  收藏  |  浏览/下载：181/46  |  提交时间：2023/01/17
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(6004Kb)  |  收藏  |  浏览/下载：177/39  |  提交时间：2023/01/17
Deep residual contextual and subpixel convolution network for automated neuronal structure segmentation in micro-connectomics 期刊论文
Computer Methods and Programs in Biomedicine, 2022, 卷号: 219, 页码: 106759
作者:  Xiao, Chi;  Hong, Bei;  Liu, Jing;  Tang, Yuanyan;  Xie, Qiwei;  Han, Hua
Adobe PDF(2731Kb)  |  收藏  |  浏览/下载：223/56  |  提交时间：2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
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  
STDIN: Spatio-temporal distilled interpolation for electron microscope images 期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 188-202
作者:  Wang, Zejin;  Sun, Guodong;  Li, Guoqing;  Shen, Lijun;  Zhang, Lina;  Han, Hua
Adobe PDF(6579Kb)  |  收藏  |  浏览/下载：245/23  |  提交时间：2022/11/14
Spatio-temporal ensemble  Feedback distillation  Electron microscope interpolation  
Joint reconstruction of neuron and ultrastructure via connectivity consensus in electron microscope volumes 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: 1, 页码: 23
作者:  Hong,Bei;  Liu,Jing;  Zhai,Hao;  Liu,Jiazheng;  Shen,Lijun;  Chen,Xi;  Xie,Qiwei;  Han,Hua
Adobe PDF(3091Kb)  |  收藏  |  浏览/下载：313/78  |  提交时间：2022/11/14
Connectomics  Reconstruction  Connectivity concept  Joint optimization  Electron microscope volumes  
Fear memory-associated synaptic and mitochondrial changes revealed by deep learning-based processing of electron microscopy data 期刊论文
CELL REPORTS, 2022, 卷号: 40, 期号: 5, 页码: 28
作者:  Liu, Jing;  Qi, Junqian;  Chen, Xi;  Li, Zhenchen;  Hong, Bei;  Ma, Hongtu;  Li, Guoqing;  Shen, Lijun;  Liu, Danqian;  Kong, Yu;  Zhai, Hao;  Xie, Qiwei;  Han, Hua;  Yang, Yang
收藏  |  浏览/下载：279/0  |  提交时间：2022/09/19
Trans-ResNet: Integrating Transformers and CNNs for Alzheimer's disease classification 会议论文
, 印度，加尔各答, 2022-3-28
作者:  Li C(李超);  Cui Y(崔玥);  Luo N(罗娜);  Liu Y(刘勇);  Bourgeat Pierrick;  Fripp Jurgen;  Jiang TZ(蒋田仔)
Adobe PDF(3989Kb)  |  收藏  |  浏览/下载：229/28  |  提交时间：2022/06/23
convolutional neural network  deep learning  structural MRI  transfer learning  Transformer