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| 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:48/7  |  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 |
| 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(1272Kb)  |  收藏  |  浏览/下载:62/23  |  提交时间:2024/04/23 Convolutional neural networks (CNNs) group equivariance higher-degree weight sharing parameter efficiency |
| 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:181/62  |  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:151/55  |  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:272/88  |  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:213/56  |  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:267/92  |  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:206/47  |  提交时间:2023/01/17 |
| Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626 作者: Yixin Wang; Shuang Qiu; Dan Li; Changde Du; Bao-Liang Lu; Huiguang He Adobe PDF(1908Kb)  |  收藏  |  浏览/下载:311/80  |  提交时间:2022/08/19 Cycle-consistency domain adaptation electroencephalograph (EEG) multi modality 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:442/166  |  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 |