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| TFF-Former: Temporal-frequency fusion transformer for zero-training decoding of two BCI tasks 会议论文 , Lisboa Portugal, October 10 - 14, 2022 作者: Li XJ(李叙锦); Wei W(魏玮); Qiu S(邱爽); He HG(何晖光) Adobe PDF(1941Kb)  |  收藏  |  浏览/下载:30/9  |  提交时间:2024/06/11 |
| 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:69/23  |  提交时间:2024/05/28 CNN-brain Alignment Brain-guided Deep Learning Video Emotion Recognition Representation Similarity Analysis |
| 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:172/26  |  提交时间:2023/05/31 brain-computer interface motor imagery multimodal EEG-fNIRS center loss |
| Conditional Generative Neural Decoding with Structured CNN Feature Prediction 会议论文 , 美国, 2020-4 作者: Du CD(杜长德); Du CY(杜长营); He HG(何晖光) Adobe PDF(1813Kb)  |  收藏  |  浏览/下载:121/33  |  提交时间:2023/05/05 |
| 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: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) Adobe PDF(4031Kb)  |  收藏  |  浏览/下载:146/39  |  提交时间:2023/05/05 |
| Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval 会议论文 , 上海, 2019/7/8 作者: Du CD(杜长德); Du CY(杜长营); He HG(何晖光) Adobe PDF(636Kb)  |  收藏  |  浏览/下载:127/44  |  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:157/56  |  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 Adobe PDF(2627Kb)  |  收藏  |  浏览/下载:282/90  |  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 Adobe PDF(2505Kb)  |  收藏  |  浏览/下载:275/95  |  提交时间:2023/01/17 |