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Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface 会议论文
, Online, 18-22 July 2021
Authors:  Yukun Zhang;  Shuang Qiu;  Wei Wei;  Xuelin Ma;  Huiguang He
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brain-computer interface  motor imagery  transfer learning  domain adaptation  filter bank  calibration reduction  
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
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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:202/0  |  Submit date:2022/06/06
Attention mechanism  electroencephalography (EEG)  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
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EEG-Based Emotion Recognition with Prototype-Based Data Representation 会议论文
, 德国柏林, 2019/07
Authors:  Yixin Wang;  Shuang Qiu;  Chen Zhao;  Weijie Yang;  Jinpeng Li;  Xuelin Ma;  Huiguang He
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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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Predicting Epileptic Seizures from Intracranial EEG Using LSTM-Based Multi-task Learning 会议论文
, 中国广州, 2018-11-23
Authors:  Ma, Xuelin;  Qiu, Shuang;  Zhang, Yuxing;  Lian, Xiaoqin;  He, Huiguang
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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
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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
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Electroencephalography  Calibration  Correlation  Brain modeling  Task analysis  Feature extraction  Visualization  EEG  RSVP-based BCI  calibration reduction  multi-source domain adaptation  correlation metric learning  
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