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| Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations 期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
作者: Fu, Kaicheng ; Du, Changde; Wang, Shengpei; He, Huiguang
 Adobe PDF(3907Kb) |  收藏 | 浏览/下载：67/23 | 提交时间：2024/05/28
CNN-brain Alignment Brain-guided Deep Learning Video Emotion Recognition Representation Similarity Analysis |
| 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：56/12 | 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 |
| 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：235/61 | 提交时间：2023/05/31
Vigilance Estimation Multimodal EEG EOG Rapid Serial Visual Presentation |
| 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：190/67 | 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, 卷号: 45, 期号: 9, 页码: 10760 - 10777
作者: Du Changde(杜长德); Fu Kaicheng(付铠城); Li Jinpeng(李劲鹏); He Huiguang(何晖光)
Adobe PDF(4669Kb) | 收藏 | 浏览/下载：448/76 | 提交时间：2023/05/05
Brain-visual-linguistic embedding generic neural decoding multimodal learning mutual information maximization |
| 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：145/39 | 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
Adobe PDF(4135Kb) | 收藏 | 浏览/下载：156/56 | 提交时间：2023/05/05 |
| 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：274/95 | 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：214/50 | 提交时间：2023/01/17 |
| EEG-Based Emotion Recognition with Similarity Learning Network 会议论文
, 德国柏林, 2019/07
作者: Yixin Wang; Shuang Qiu; Jinpeng Li; Xuelin Ma; Zhiyue Liang; Hui Li; Huiguang He
Adobe PDF(1120Kb) | 收藏 | 浏览/下载：245/72 | 提交时间：2021/06/21 |
