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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:81/27  |  提交时间:2024/05/28 CNN-brain Alignment Brain-guided Deep Learning Video Emotion Recognition Representation Similarity Analysis |
| Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455 作者: Qiongyi Zhou; Changde Du; Huiguang He Adobe PDF(7698Kb)  |  收藏  |  浏览/下载:68/14  |  提交时间:2024/04/23 Convolutional neural network (CNN) vision transformer (ViT) multi-modal networks spatial-temporal networks visual neural encoding brain-like neural networks |
| 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:101/24  |  提交时间:2024/03/26 |
| VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI 会议论文 , Lisboa, Portugal, 2022-10-10 作者: Cheng XY(程昕钰); Wei W(魏玮); Du CD(杜长德); Qiu S(邱爽); Tian SL(田三力); Ma XJ(马小军); He HG(何晖光) Adobe PDF(2488Kb)  |  收藏  |  浏览/下载:245/64  |  提交时间:2023/05/31 Vigilance Estimation Multimodal EEG EOG Rapid Serial Visual Presentation |
| 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:197/70  |  提交时间:2023/05/05 |
| 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:129/37  |  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:454/78  |  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:156/41  |  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) Adobe PDF(6049Kb)  |  收藏  |  浏览/下载:321/67  |  提交时间:2023/05/05 Brain region emotion graph neural networks neural decoding representation |
| 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:136/46  |  提交时间:2023/05/05 |