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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![](/image/person.jpg)
Adobe PDF(7698Kb)  |   收藏  |  浏览/下载:59/12  |  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![](/image/person.jpg)
Adobe PDF(1272Kb)  |   收藏  |  浏览/下载:75/27  |  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)![](/image/person.jpg)
Adobe PDF(656Kb)  |   收藏  |  浏览/下载:192/68  |  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![](/image/person.jpg)
Adobe PDF(4135Kb)  |   收藏  |  浏览/下载:157/56  |  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![](/image/person.jpg)
Adobe PDF(2627Kb)  |   收藏  |  浏览/下载:282/90  |  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![](/image/person.jpg)
Adobe PDF(978Kb)  |   收藏  |  浏览/下载:221/59  |  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![](/image/person.jpg)
Adobe PDF(2505Kb)  |   收藏  |  浏览/下载:275/95  |  提交时间:2023/01/17 |
| 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![](/image/person.jpg)
Adobe PDF(3245Kb)  |   收藏  |  浏览/下载:265/73  |  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![](/image/person.jpg)
Adobe PDF(6004Kb)  |   收藏  |  浏览/下载:214/50  |  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![](/image/person.jpg)
Adobe PDF(1908Kb)  |   收藏  |  浏览/下载:322/85  |  提交时间:2022/08/19 Cycle-consistency domain adaptation electroencephalograph (EEG) multi modality variational autoencoder |