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CASIA OpenIR
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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(1272Kb)  |  收藏  |  浏览/下载：75/27  |  提交时间：2024/04/23
Convolutional neural networks (CNNs)  group equivariance  higher-degree weight sharing  parameter efficiency  
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：220/58  |  提交时间：2023/01/17
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 4, 页码: 1128-1138
作者:  Bo,Wang;  Shengpei,Wang;  Shuang,Qiu;  Wei,Wei;  Haibao,Wang;  Huiguang,He
Adobe PDF(6892Kb)  |  收藏  |  浏览/下载：313/49  |  提交时间：2021/06/21
Fundus images  blood vessel segmentation  CSU-Net  feature fusion  structure loss  
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
作者:  Wang, Yixin;  Qiu, Shuang;  Ma, Xuelin;  He, Huiguang
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：496/136  |  提交时间：2021/01/06
EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
作者:  Du, Changde;  Du, Changying;  Huang, Lijie;  He, Huiguang
Adobe PDF(3773Kb)  |  收藏  |  浏览/下载：376/49  |  提交时间：2019/12/16
Deep neural network (DNN)  image reconstruction  multiview learning  neural decoding  variational Bayesian inference  
Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
作者:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
浏览  |  Adobe PDF(3843Kb)  |  收藏  |  浏览/下载：515/212  |  提交时间：2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 368-380
作者:  Li, Jinpeng;  Zhang, Zhaoxiang;  He, Huiguang
Adobe PDF(1800Kb)  |  收藏  |  浏览/下载：548/245  |  提交时间：2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
Using Support Vector Machines with Tract-Based Spatial Statistics for Automated Classification of Tourette Syndrome Children 会议论文
Proceedings of SPIE, San Diego, USA, 2016-02
作者:  Wen Hongwei;  Yue Liu;  Jieqiong Wang;  Jishui Zhang;  Yun Peng;  Huiguang He;  He HG(何晖光)
浏览  |  Adobe PDF(935Kb)  |  收藏  |  浏览/下载：474/137  |  提交时间：2017/06/07
Tourette Syndrome  Dti  Tract-based Spatial Statistics  Relieff  Svm  
A Diagnosis Model for Early Tourette Syndrome Children Based on Brain Structural Network Characteristics 会议论文
Proceedings of SPIE, San Diego, USA, 2016-02
作者:  Wen Hongwei;  Yue Liu;  Jieqiong Wang;  Jishui Zhang;  Yun Peng;  Huiguang He;  He HG(何晖光)
浏览  |  Adobe PDF(674Kb)  |  收藏  |  浏览/下载：485/135  |  提交时间：2017/06/07
Tourette Syndrome  Dti  Network  Tractography  Svm-rfe  Automatic Classification  High Accuracy  
Diffusion Tractography and Graph Theory Analysis Reveal the Disrupted Rich-Club Organization of White Matter Structural Networks in Early Tourette Syndrome Children 会议论文
Proceedings of SPIE, Orlando, USA, 2017-02
作者:  Wen Hongwei;  Yue Liu;  Shengpei Wang;  Jishui Zhang;  Yun Peng;  Huiguang He;  He HG(何晖光)
浏览  |  Adobe PDF(1258Kb)  |  收藏  |  浏览/下载：529/165  |  提交时间：2017/06/07
Tourette Syndrome  Diffusion Tensor Imaging  Diffusion Tractography  Graph Theoretical Analysis  Graph Theoretical Analysis