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| 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:227/79  |  提交时间:2023/01/17 |
| 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:235/52  |  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:378/65  |  提交时间:2023/05/05 |
| Driving brain state transitions in major depressive disorder through external stimulation 期刊论文 Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339 作者: Shengpei Wang; Hongwei Wen; Shuang Qiu; Peng Xie; Jiang Qiu; Huiguang He Adobe PDF(3245Kb)  |  收藏  |  浏览/下载:213/65  |  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:243/61  |  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 |
| 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:179/47  |  提交时间:2023/05/31 Vigilance Estimation Multimodal EEG EOG Rapid Serial Visual Presentation |
| 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:227/79  |  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:166/35  |  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 Adobe PDF(978Kb)  |  收藏  |  浏览/下载:169/44  |  提交时间:2023/01/17 |
| 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:383/155  |  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 |