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Time-Distributed Attention Network for EEG-Based Motor Imagery Decoding From the Same Limb 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 496-508
Authors:  Ma, Xuelin;  Qiu, Shuang;  He, Huiguang
Favorite  |  View/Download：57/0  |  Submit date：2022/06/06
Attention mechanism  electroencephalography (EEG)  fine motor imagery  same limb  
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
Authors:  Yukun Zhang;  Shuang Qiu;  Wei Wei;  Xuelin Ma;  Huiguang H
Adobe PDF(1058Kb)  |  Favorite  |  View/Download：26/4  |  Submit date：2023/01/17
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
Authors:  Wang, Yixin;  Qiu, Shuang;  Ma, Xuelin;  He, Huiguang
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EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
基于深度学习的单侧肢体不同关节运动想象解码研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  马学林
Adobe PDF(15176Kb)  |  Favorite  |  View/Download：199/11  |  Submit date：2021/01/21
脑-机接口，运动想象，单侧肢体，认知失联，深度学习  
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 11, 页码: 2344-2355
Authors:  Wei, Wei;  Qiu, Shuang;  Ma, Xuelin;  Li, Dan;  Wang, Bo;  He, Huiguang
View  |  Adobe PDF(2448Kb)  |  Favorite  |  View/Download：124/18  |  Submit date：2021/01/06
Electroencephalography  Calibration  Correlation  Brain modeling  Task analysis  Feature extraction  Visualization  EEG  RSVP-based BCI  calibration reduction  multi-source domain adaptation  correlation metric learning  
A CNN -based comparing network for the detection of steady-state visual evoked potential responses 期刊论文
NEUROCOMPUTING, 2020, 卷号: 403, 页码: 452-461
Authors:  Xing, Jiezhen;  Qiu, Shuang;  Ma, Xuelin;  Wu, Chenyao;  Li, Jinpeng;  Wang, Shengpei;  He, Huiguang
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A Transfer Learning Framework for RSVP-based Brain Computer Interface 会议论文
, Montreal, QC, Canada, 20-24 July 2020
Authors:  Wei Wei;  Qiu Shuang;  Ma Xuelin;  Li Dan;  Zhang Chuncheng;  He Huiguang
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Multi-channel EEG recording during motor imagery of different joints from the same limb 期刊论文
SCIENTIFIC DATA, 2020, 卷号: 7, 期号: 1, 页码: 9
Authors:  Ma, Xuelin;  Qiu, Shuang;  He, Huiguang
View  |  Adobe PDF(3879Kb)  |  Favorite  |  View/Download：133/25  |  Submit date：2020/08/03
brain-computer interface, motor imagery, same limb  
Deep Channel-Correlation Network for Motor Imagery Decoding From the Same Limb 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 1, 页码: 297-306
Authors:  Ma, Xuelin;  Qiu, Shuang;  Wei, Wei;  Wang, Shengpei;  He, Huiguang
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Channel-correlation network  electroen-cephalography (EEG)  ensemble learning  fine motor imagery  same limb  
EEG-Based Emotion Recognition with Similarity Learning Network 会议论文
, 德国柏林, 2019/07
Authors:  Yixin Wang;  Shuang Qiu;  Jinpeng Li;  Xuelin Ma;  Zhiyue Liang;  Hui Li;  Huiguang He
Adobe PDF(1120Kb)  |  Favorite  |  View/Download：69/11  |  Submit date：2021/06/21