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Multimodal motor imagery decoding method based on temporal spatial feature alignment and fusion 期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 2, 页码: 026009
作者:  Zhang,Yukun;  Qiu,Shuang;  He,Huiguang
Adobe PDF(16882Kb)  |  收藏  |  浏览/下载：129/22  |  提交时间：2023/05/31
brain-computer interface  motor imagery  multimodal  EEG-fNIRS  center loss  
ICA-based Individualized Differential Structure Similarity Networks for Predicting Symptom Scores in Adolescents with Major Depressive Disorder 会议论文
, ICC Sydney, Australia, July 24-27, 2023
作者:  Li Xiang;  Xu Ming;  Jiang Rongtao;  Li Xuemei;  Calhoun Vince;  Zhou Xinyu;  Sui Jing
Adobe PDF(835Kb)  |  收藏  |  浏览/下载：173/61  |  提交时间：2023/05/16
Graph Emotion Decoding from Visually Evoked Neural Responses 会议论文
, Singapore, 2022/9/18
作者:  Huang ZY(黄中昱);  Du CD(杜长德);  Wang YH;  He HG(何晖光)
Adobe PDF(656Kb)  |  收藏  |  浏览/下载：148/51  |  提交时间：2023/05/05
Graph-Enhanced Emotion Neural Decoding 期刊论文
IEEE Transactions on Medical Imaging, 2023, 页码: 1-1
作者:  Huang ZY(黄中昱);  Du CD(杜长德);  Wang YH;  Fu KC(付铠成);  He HG(何晖光)
Adobe PDF(6049Kb)  |  收藏  |  浏览/下载：248/55  |  提交时间：2023/05/05
Contrastive Learning via Local Activity 期刊论文
Electronics, 2023, 页码: 147
作者:  Zhu H(祝贺);  Chen Y(陈阳);  Hu GY(胡古月);  Yu S(余山)
Adobe PDF(1008Kb)  |  收藏  |  浏览/下载：108/31  |  提交时间：2023/05/04
Multi-label Semantic Decoding from Human Brain Activity 会议论文
, Beijing, China, 2018
作者:  Dan Li;  Changde Du;  Lijie Huang;  Zhiqiang Chen;  Huiguang He
Adobe PDF(3403Kb)  |  收藏  |  浏览/下载：184/61  |  提交时间：2021/06/21
Improving Image Classification Performance with Automatically Hierarchical Label Clustering 会议论文
2018 24th International Conference on Pattern Recognition (ICPR), Beiing, China, 2018-8
作者:  Chen, Zhiqiang;  Du, Changde;  Huang, Lijie;  Li, Dan;  He,Huiguang
Adobe PDF(2034Kb)  |  收藏  |  浏览/下载：209/54  |  提交时间：2021/01/27
classification，deep neural network, label clustering  
Common and unique multimodal covarying patterns in autism spectrum disorder subtypes 期刊论文
MOLECULAR AUTISM, 2020, 卷号: 11, 期号: 1, 页码: 15
作者:  Qi, Shile;  Morris, Robin;  Turner, Jessica A.;  Fu, Zening;  Jiang, Rongtao;  Deramus, Thomas P.;  Zhi, Dongmei;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(6135Kb)  |  收藏  |  浏览/下载：288/13  |  提交时间：2021/01/06
Heterogeneity  Autism spectrum disorder  Asperger’  s disorder  Pervasive developmental disorder-not otherwise specified (PDD-NOS)  Autistic disorder  Multimodal fusion  
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：446/128  |  提交时间：2021/01/06
EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2020, 卷号: 341, 期号: 108756, 页码: 10
作者:  Zhao, Jianlong;  Huang, Jinjie;  Zhi, Dongmei;  Yan, Weizheng;  Ma, Xiaohong;  Yang, Xiao;  Li, Xianbin;  Ke, Qing;  Jiang, Tianzi;  Calhoun, Vince D.;  Sui, Jing
Adobe PDF(5325Kb)  |  收藏  |  浏览/下载：369/62  |  提交时间：2020/08/03
Resting-state fMRI  Generative adversarial networks (GAN)  Deep learning  Classification  Major depressive disorders  Schizophrenia