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| TFF-Former: Temporal-frequency fusion transformer for zero-training decoding of two BCI tasks 会议论文
, Lisboa Portugal, October 10 - 14, 2022
作者: Li XJ(李叙锦); Wei W(魏玮) ; Qiu S(邱爽); He HG(何晖光)
 Adobe PDF(1941Kb) |  收藏 | 浏览/下载：21/5 | 提交时间：2024/06/11 |
| 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：61/23 | 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：230/60 | 提交时间：2023/05/31
Vigilance Estimation Multimodal EEG EOG Rapid Serial Visual Presentation |
| 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：213/56 | 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：255/72 | 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：242/73 | 提交时间：2023/01/17 |
| Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者: Yixin Wang; Shuang Qiu; Dan Li; Changde Du; Bao-Liang Lu; Huiguang He
Adobe PDF(1908Kb) | 收藏 | 浏览/下载：311/80 | 提交时间：2022/08/19
Cycle-consistency domain adaptation electroencephalograph (EEG) multi modality variational autoencoder |
