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Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations 期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(3907Kb)  |  收藏  |  浏览/下载：68/23  |  提交时间：2024/05/28
CNN-brain Alignment  Brain-guided Deep Learning  Video Emotion Recognition  Representation Similarity Analysis  
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：265/73  |  提交时间：2023/01/17
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：325/76  |  提交时间：2022/12/27
Fine-grained Emotion Decoding  Multi-view Learning  Multi-label Learning  Variational Autoencoder  Product of Experts  
Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 8, 页码: 0-0
作者:  Bo,Wang;  Wei,Wei;  Shuang,Qiu;  Shengpei,Wang;  Huiguang,He
Adobe PDF(23227Kb)  |  收藏  |  浏览/下载：334/39  |  提交时间：2021/06/21
Retinal layers segmentation  Boundary detection  OCT  BAU-Net  Topology guarantee loss  
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：314/49  |  提交时间：2021/06/21
Fundus images  blood vessel segmentation  CSU-Net  feature fusion  structure loss  
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044
作者:  Li, Dan;  Du, Changde;  Wang, Shengpei;  Wang, Haibao;  He, Huiguang
Adobe PDF(2428Kb)  |  收藏  |  浏览/下载：396/63  |  提交时间：2021/03/02
Data augmentation  Semantic decoding  Multi-view adversarial learning  Sparse reconstruction relation  
A CNN -based comparing network for the detection of steady-state visual evoked potential responses 期刊论文
NEUROCOMPUTING, 2020, 卷号: 403, 页码: 452-461
作者:  Xing, Jiezhen;  Qiu, Shuang;  Ma, Xuelin;  Wu, Chenyao;  Li, Jinpeng;  Wang, Shengpei;  He, Huiguang
Adobe PDF(2141Kb)  |  收藏  |  浏览/下载：333/72  |  提交时间：2020/08/03
Reorganization of rich-clubs in functional brain networks during propofol-induced unconsciousness and natural sleep 期刊论文
NEUROIMAGE-CLINICAL, 2020, 期号: 25, 页码: 18
作者:  Wang Shengpei;  Yun, Li;  Shuang, Qiu;  Zhang Chuncheng;  Wang Guyan;  Xian Junfang;  Li, Tianzuo;  He Huiguang
浏览  |  Adobe PDF(4758Kb)  |  收藏  |  浏览/下载：381/72  |  提交时间：2020/06/02
Resting-state functional magnetic resonance images (rs-fMRI)  Brain network  Rich-club organization  Propofol-induced sedation  Natural sleep  
Comparison of NREM sleep and intravenous sedation through local information processing and whole brain network to explore the mechanism of general anesthesia 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 2, 页码: 1-19
作者:  Li, Yun;  Wang, Shengpei;  Pan, Chuxiong;  Xue, Fushan;  Xian, Junfang;  Huang, Yaqi;  Wang, Xiaoyi;  Li, Tianzuo;  He, Huiguang
浏览  |  Adobe PDF(9107Kb)  |  收藏  |  浏览/下载：444/71  |  提交时间：2018/10/10
Sleep, fMRI, General anesthesia  
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