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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：26/5 | 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：24/7 | 提交时间：2024/04/23
Convolutional neural networks (CNNs) group equivariance higher-degree weight sharing parameter efficiency |
| 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：201/52 | 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：156/53 | 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：246/83 | 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：184/46 | 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：229/68 | 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：182/39 | 提交时间：2023/01/17 |
| Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain-Computer Interfaces 期刊论文
IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2022, 页码: 1-1
作者: Yukun Zhang; Shuang Qiu; Wei Wei; Xuelin Ma; Huiguang H
Adobe PDF(1058Kb) | 收藏 | 浏览/下载：214/64 | 提交时间：2023/01/17 |
| Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-15
作者: Fu, Kaicheng; Du, Changde; Wang, Shengpei; He, Huiguang
Adobe PDF(4570Kb) | 收藏 | 浏览/下载：283/67 | 提交时间：2022/12/27
Fine-grained Emotion Decoding Multi-view Learning Multi-label Learning Variational Autoencoder Product of Experts |
