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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：4/1 | 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：9/3 | 提交时间：2024/04/23
Convolutional neural networks (CNNs) group equivariance higher-degree weight sharing parameter efficiency |
| Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface 会议论文
, Online, 18-22 July 2021
作者: Yukun Zhang; Shuang Qiu; Wei Wei; Xuelin Ma; Huiguang He
 Adobe PDF(602Kb) | 收藏 | 浏览/下载：103/30 | 提交时间：2023/06/26
brain-computer interface motor imagery transfer learning domain adaptation filter bank calibration reduction |
| VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI 会议论文
, Lisboa, Portugal, 2022-10-10
作者: Cheng XY(程昕钰); Wei W(魏玮); Du CD(杜长德); Qiu S(邱爽); Tian SL(田三力); Ma XJ(马小军); He HG(何晖光)
Adobe PDF(2488Kb) | 收藏 | 浏览/下载：187/48 | 提交时间：2023/05/31
Vigilance Estimation Multimodal EEG EOG Rapid Serial Visual Presentation |
| 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：121/21 | 提交时间：2023/05/31
brain-computer interface motor imagery multimodal EEG-fNIRS center loss |
| 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：142/51 | 提交时间：2023/05/05 |
| Conditional Generative Neural Decoding with Structured CNN Feature Prediction 会议论文
, 美国, 2020-4
作者: Du CD(杜长德); Du CY(杜长营); He HG(何晖光)
Adobe PDF(1813Kb) | 收藏 | 浏览/下载：84/24 | 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：381/67 | 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：105/32 | 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：241/54 | 提交时间：2023/05/05 |
