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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:40/6  |  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 |
| 基于多模态学习的视觉神经信息编解码方法研究 学位论文 , 2023 作者: 周琼怡 Adobe PDF(21688Kb)  |  收藏  |  浏览/下载:156/11  |  提交时间:2023/06/23 视觉神经信息编解码 多模态学习 归一化流 多被试语义解码 无监督解耦表征学习 |
| 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:145/54  |  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:265/87  |  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:259/90  |  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:200/45  |  提交时间:2023/01/17 |