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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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View/Download:22/4
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Submit date:2021/01/06
EEG
Emotion recognition
Domain adaptation
SPD matrix
Riemannian manifold
Prototype learning
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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Adobe PDF(2448Kb)
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View/Download:13/1
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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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View/Download:49/3
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Submit date:2020/08/03
Transition and Dynamic Reconfiguration of Whole-Brain Network in Major Depressive Disorder
期刊论文
MOLECULAR NEUROBIOLOGY, 2020, 期号: 57, 页码: 4031-4044
Authors:
Wang, Shengpei
;
Wen, Hongwei
;
Hu, Xiaopeng
;
Xie, Peng
;
Qiu, Shuang
;
Qian, Yinfeng
;
Qiu, Jiang
;
He, Huiguang
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View/Download:36/10
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Submit date:2020/08/03
Resting-state fMRI
Major depressive disorder (MDD)
Hidden Markov model (HMM)
Brain network dynamic
Transition probability
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 3281-3293
Authors:
Li, Jinpeng
;
Qiu, Shuang
;
Shen, Yuan-Yuan
;
Liu, Cheng-Lin
;
He, Huiguang
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View/Download:31/0
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Submit date:2020/08/03
Brain modeling
Electroencephalography
Emotion recognition
Data models
Training
Calibration
Training data
Brain-computer interface
emotion recognition
transfer learning (TL)
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
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View/Download:21/3
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Submit date:2020/08/03
brain-computer interface, motor imagery, same limb
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 2, 页码: 344-353
Authors:
Li, Jinpeng
;
Qiu, Shuang
;
Du, Changde
;
Wang, Yixin
;
He, Huiguang
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View/Download:16/0
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Submit date:2020/08/03
Electroencephalography
Brain modeling
Emotion recognition
Adaptation models
Training
Feature extraction
Neural networks
Domain adaptation
electroencephalogram (EEG)
emotion recognition
neural network
transfer learning
The Lasting Effects of Low-Frequency Repetitive Transcranial Magnetic Stimulation on Resting State EEG in Healthy Subjects
期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 4, 页码: 832-841
Authors:
Qiu, Shuang
;
Yi, Weibo
;
Wang, Shengpei
;
Zhang, Chuncheng
;
He, Huiguang
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View/Download:27/0
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Submit date:2020/06/22
Electroencephalography
Transcranial magnetic stimulation
Band-pass filters
Finite impulse response filters
Indexes
Automation
Modulation
Repetitive transcranial magnetic stimulation
low-frequency
resting state EEG
power
functional connectivity
Reorganization of rich-clubs in functional brain networks during propofol-induced unconsciousness and natural sleep
期刊论文
NEUROIMAGE-CLINICAL, 2020, 期号: 25, 页码: 18
Authors:
Wang Shengpei
;
Yun, Li
;
Shuang, Qiu
;
Zhang Chuncheng
;
Wang Guyan
;
Xian Junfang
;
Li, Tianzuo
;
He Huiguang
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Adobe PDF(4758Kb)
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View/Download:43/5
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Submit date:2020/06/02
Resting-state functional magnetic resonance images (rs-fMRI)
Brain network
Rich-club organization
Propofol-induced sedation
Natural sleep
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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Adobe PDF(2475Kb)
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View/Download:68/3
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Submit date:2020/03/30
Channel-correlation network
electroen-cephalography (EEG)
ensemble learning
fine motor imagery
same limb