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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：17/5 | 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：14/4 | 提交时间：2024/04/23
Convolutional neural networks (CNNs) group equivariance higher-degree weight sharing parameter efficiency |
| 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：127/21 | 提交时间：2023/05/31
brain-computer interface motor imagery multimodal EEG-fNIRS center loss |
| 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：387/67 | 提交时间：2023/05/05 |
| Semi-supervised cross-modal image generation with generative adversarial networks 期刊论文
Pattern Recognition, 2020, 卷号: 100, 页码: 107085
作者: Li D(李丹); Du CD(杜长德); He HG(何晖光)
Adobe PDF(4031Kb) | 收藏 | 浏览/下载：108/32 | 提交时间：2023/05/05 |
| 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：248/55 | 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：239/82 | 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：180/46 | 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：236/82 | 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
Adobe PDF(3245Kb) | 收藏 | 浏览/下载：222/67 | 提交时间：2023/01/17 |
