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| 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:122/21  |  提交时间:2023/05/31 brain-computer interface motor imagery multimodal EEG-fNIRS center loss |
| 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:233/80  |  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:242/54  |  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:384/67  |  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:220/67  |  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:257/65  |  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 |
| Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study 期刊论文 Brain Connect, 2022, 卷号: 12, 期号: 8, 页码: 725-739 作者: Jiahua Xu; Mircea Ariel Schoenfeld; Paolo M. Rossini; Turgut Tatlisumak; Andreas Nürnberger; Andrea Antal; Huiguang He; Ying Gao; Bernhard A. Sabel Adobe PDF(1653Kb)  |  收藏  |  浏览/下载:190/34  |  提交时间:2023/01/17 brain connectivity brain connectome brain network reorganization occipital stroke plasticity stroke visual cortex visual field visio |
| 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:234/82  |  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:174/37  |  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:176/45  |  提交时间:2023/01/17 |