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| 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：227/79 | 提交时间：2023/01/17 |
| 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：378/65 | 提交时间：2023/05/05 |
| 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：180/48 | 提交时间：2023/05/31
Vigilance Estimation Multimodal EEG EOG Rapid Serial Visual Presentation |
| 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：166/35 | 提交时间：2023/01/17 |
| 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：136/50 | 提交时间：2023/05/05 |
| 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：3/0 | 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 |
| A prototype-based SPD matrix network for domain adaptation EEG emotion recognition 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
作者: Wang, Yixin; Qiu, Shuang; Ma, Xuelin; He, Huiguang
Adobe PDF(2166Kb) | 收藏 | 浏览/下载：429/126 | 提交时间：2021/01/06
EEG Emotion recognition Domain adaptation SPD matrix Riemannian manifold Prototype learning |
| 3D Shape Reconstruction of Lumbar Vertebra From Two X-ray Images and a CT Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1124-1133
作者: Longwei Fang; Zuowei Wang; Zhiqiang Chen; Fengzeng Jian; Shuo Li; Huiguang He
Adobe PDF(5814Kb) | 收藏 | 浏览/下载：193/50 | 提交时间：2021/03/11
2D/2D registration 2D/3D registration 3D reconstruction vertebra model X-ray image |
| 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：115/44 | 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：103/31 | 提交时间：2023/05/05 |
