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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![](/image/person.jpg)
Adobe PDF(3907Kb)  |   收藏  |  浏览/下载:67/23  |  提交时间:2024/05/28 CNN-brain Alignment Brain-guided Deep Learning Video Emotion Recognition Representation Similarity Analysis |
| Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface 会议论文 , Online, 18-22 July 2021 作者: Yukun Zhang ; Shuang Qiu ; Wei Wei ; Xuelin Ma ; Huiguang He![](/image/person.jpg)
Adobe PDF(602Kb)  |   收藏  |  浏览/下载:144/40  |  提交时间:2023/06/26 brain-computer interface motor imagery transfer learning domain adaptation filter bank calibration reduction |
| 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![](/image/person.jpg)
Adobe PDF(16882Kb)  |   收藏  |  浏览/下载:169/25  |  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)![](/image/person.jpg)
Adobe PDF(4669Kb)  |   收藏  |  浏览/下载:448/76  |  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)![](/image/person.jpg)
Adobe PDF(4031Kb)  |   收藏  |  浏览/下载:145/39  |  提交时间:2023/05/05 |
| Graph-Enhanced Emotion Neural Decoding 期刊论文 IEEE Transactions on Medical Imaging, 2023, 卷号: 42, 期号: 8, 页码: 2262 - 2273 作者: Huang Zhongyu(黄中昱); Du Changde(杜长德) ; Wang Yingheng; Fu Kaicheng(付铠城) ; He Huiguang(何晖光)![](/image/person.jpg)
Adobe PDF(6049Kb)  |   收藏  |  浏览/下载:310/65  |  提交时间:2023/05/05 Brain region emotion graph neural networks neural decoding representation |
| 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![](/image/person.jpg)
Adobe PDF(4135Kb)  |   收藏  |  浏览/下载:155/56  |  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![](/image/person.jpg)
Adobe PDF(2627Kb)  |   收藏  |  浏览/下载:279/90  |  提交时间:2023/01/17 |
| 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![](/image/person.jpg)
Adobe PDF(978Kb)  |   收藏  |  浏览/下载:220/58  |  提交时间:2023/01/17 |
| Neural Encoding and Decoding with a Flow-based Invertible Generative Model 期刊论文 IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2023, 卷号: 15, 期号: 2, 页码: 724-736 作者: Qiongyi Zhou ; Changde Du ; Dan Li ; Haibao Wang ; Jian K. Liu; Huiguang He![](/image/person.jpg)
Adobe PDF(2505Kb)  |   收藏  |  浏览/下载:274/95  |  提交时间:2023/01/17 |