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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：67/14 | 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：244/64 | 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：197/70 | 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：454/78 | 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：156/41 | 提交时间：2023/05/05 |
| Graph-Enhanced Emotion Neural Decoding 期刊论文
IEEE Transactions on Medical Imaging, 2023, 卷号: 42, 期号: 8, 页码: 2262 - 2273
作者: Huang Zhongyu(黄中昱); Du Changde(杜长德); Wang Yingheng; Fu Kaicheng(付铠城); He Huiguang(何晖光)
Adobe PDF(6049Kb) | 收藏 | 浏览/下载：321/67 | 提交时间：2023/05/05
Brain region emotion graph neural networks neural decoding representation |
| Doubly Semi-Supervised Multimodal Adversarial Learning for Classification, Generation and Retrieval 会议论文
, 上海, 2019/7/8
作者: Du CD(杜长德); Du CY(杜长营); He HG（何晖光）
Adobe PDF(636Kb) | 收藏 | 浏览/下载：136/46 | 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：171/61 | 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：288/92 | 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：280/97 | 提交时间：2023/01/17 |
