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| 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:149/52  |  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:88/24  |  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, 页码: 1-17 作者: Du CD(杜长德); Fu KC(付铠成); Li JP(李劲鹏); He HG(何晖光) Adobe PDF(4669Kb)  |  收藏  |  浏览/下载:389/67  |  提交时间:2023/05/05 |
| 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:110/33  |  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:250/55  |  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:124/48  |  提交时间:2023/05/05 |
| 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:236/82  |  提交时间:2023/01/17 |
| 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(6004Kb)  |  收藏  |  浏览/下载:177/39  |  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: 15 作者: Fu, Kaicheng; Du, Changde; Wang, Shengpei; He, Huiguang Adobe PDF(4570Kb)  |  收藏  |  浏览/下载:261/66  |  提交时间:2022/12/27 Decoding Brain modeling Functional magnetic resonance imaging Predictive models Emotion recognition Dimensionality reduction Pattern recognition Fine-grained emotion decoding multi-label learning multi-view learning product of experts (PoEs) variational autoencoder |
| Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 600-614 作者: Du, Changde; Du, Changying; Huang, Lijie; Wang, Haibao; He, Huiguang Adobe PDF(8742Kb)  |  收藏  |  浏览/下载:409/159  |  提交时间:2022/03/17 Decoding Image reconstruction Functional magnetic resonance imaging Visualization Task analysis Brain Correlation Deep neural network (DNN) functional magnetic resonance imaging (fMRI) image reconstruction multioutput regression neural decoding |