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CASIA OpenIR
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Topographic representation of visually evoked emotional experiences in the human cerebral cortex 期刊论文
iScience, 2023, 卷号: 26, 期号: 9, 页码: 1-18
作者:  Du, Changde;  Fu, Kaicheng;  Wen, Bincheng;  He, Huiguang
Adobe PDF(7257Kb)  |  收藏  |  浏览/下载：66/10  |  提交时间：2024/03/26
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：152/23  |  提交时间：2023/05/31
brain-computer interface  motor imagery  multimodal  EEG-fNIRS  center loss  
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 卷号: 45, 期号: 9, 页码: 10760 - 10777
作者:  Du Changde(杜长德);  Fu Kaicheng(付铠城);  Li Jinpeng(李劲鹏);  He Huiguang(何晖光)
Adobe PDF(4669Kb)  |  收藏  |  浏览/下载：433/73  |  提交时间：2023/05/05
Brain-visual-linguistic embedding  generic neural decoding  multimodal learning  mutual information maximization  
Semi-supervised cross-modal image generation with generative adversarial networks 期刊论文
Pattern Recognition, 2020, 卷号: 100, 页码: 107085
作者:  Li D(李丹);  Du CD(杜长德);  He HG(何晖光)
Adobe PDF(4031Kb)  |  收藏  |  浏览/下载：129/37  |  提交时间：2023/05/05
Simultaneous neural spike encoding and decoding based on cross-modal dual deep generative model 会议论文
, Glasgow, United Kingdom, 2020/7/19
作者:  Qiongyi Zhou;  Changde Du;  Dan Li;  Haibao Wang;  Jian K. Liu;  Huiguang He
Adobe PDF(4135Kb)  |  收藏  |  浏览/下载：144/54  |  提交时间：2023/05/05
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 3287-3299
作者:  Dan Li;  Changde Du;  Haibao Wang;  Qiongyi Zhou;  Huiguang He
Adobe PDF(2627Kb)  |  收藏  |  浏览/下载：265/87  |  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：306/73  |  提交时间：2022/12/27
Fine-grained Emotion Decoding  Multi-view Learning  Multi-label Learning  Variational Autoencoder  Product of Experts  
EEG-Based Emotion Recognition with Similarity Learning Network 会议论文
, 德国柏林, 2019/07
作者:  Yixin Wang;  Shuang Qiu;  Jinpeng Li;  Xuelin Ma;  Zhiyue Liang;  Hui Li;  Huiguang He
Adobe PDF(1120Kb)  |  收藏  |  浏览/下载：234/69  |  提交时间：2021/06/21
EEG-Based Emotion Recognition with Prototype-Based Data Representation 会议论文
, 德国柏林, 2019/07
作者:  Yixin Wang;  Shuang Qiu;  Chen Zhao;  Weijie Yang;  Jinpeng Li;  Xuelin Ma;  Huiguang He
Adobe PDF(1275Kb)  |  收藏  |  浏览/下载：251/73  |  提交时间：2021/06/21
Deep Channel-Correlation Network for Motor Imagery Decoding From the Same Limb 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 1, 页码: 297-306
作者:  Ma, Xuelin;  Qiu, Shuang;  Wei, Wei;  Wang, Shengpei;  He, Huiguang
浏览  |  Adobe PDF(2475Kb)  |  收藏  |  浏览/下载：422/77  |  提交时间：2020/03/30
Channel-correlation network  electroen-cephalography (EEG)  ensemble learning  fine motor imagery  same limb