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Multimodal motor imagery decoding method based on temporal spatial feature alignment and fusion
期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 2, 页码: 026009
Authors:
Zhang,Yukun
;
Qiu,Shuang
;
He,Huiguang
Adobe PDF(16882Kb)
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View/Download:34/4
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Submit date:2023/05/31
brain-computer interface
motor imagery
multimodal
EEG-fNIRS
center loss
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features
期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 页码: 1-17
Authors:
Du CD(杜长德)
;
Fu KC(付铠成)
;
Li JP(李劲鹏)
;
He HG(何晖光)
Adobe PDF(4669Kb)
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Submit date:2023/05/05
Graph-Enhanced Emotion Neural Decoding
期刊论文
IEEE Transactions on Medical Imaging, 2023, 页码: 1-1
Authors:
Huang ZY(黄中昱)
;
Du CD(杜长德)
;
Wang YH
;
Fu KC(付铠成)
;
He HG(何晖光)
Adobe PDF(6049Kb)
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Submit date:2023/05/05
Neural Encoding and Decoding with a Flow-based Invertible Generative Model
期刊论文
IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2023, 卷号: 15, 期号: 2, 页码: 724-736
Authors:
Qiongyi Zhou
;
Changde Du
;
Dan Li
;
Haibao Wang
;
Jian K. Liu
;
Huiguang He
Adobe PDF(2505Kb)
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Submit date: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
Authors:
Shengpei Wang
;
Hongwei Wen
;
Shuang Qiu
;
Peng Xie
;
Jiang Qiu
;
Huiguang He
Adobe PDF(3245Kb)
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Submit date:2023/01/17
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 12, 页码: 5964-5973
Authors:
Li, Zhunan
;
Zhu, Enwei
;
Jin, Ming
;
Fan, Cunhang
;
He, Huiguang
;
Cai, Ting
;
Li, Jinpeng
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View/Download:64/0
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Submit date:2023/02/22
Brain-computer interface
emotion recognition
transfer learning
domain adaptation
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: 15
Authors:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
Adobe PDF(4570Kb)
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Submit date:2022/12/27
Decoding
Brain modeling
Functional magnetic resonance imaging
Predictive models
Emotion recognition
Dimensionality reduction
Pattern recognition
Fine-grained emotion decoding
multi-label learning
multi-view learning
product of experts (PoEs)
variational autoencoder
Adaptive and Maladaptive Brain Functional Network Reorganization After Stroke in Hemianopia Patients: An Electroencephalogram-Tracking Study
期刊论文
Brain Connect, 2022, 卷号: 12, 期号: 8, 页码: 725-739
Authors:
Jiahua Xu
;
Mircea Ariel Schoenfeld
;
Paolo M. Rossini
;
Turgut Tatlisumak
;
Andreas Nürnberger
;
Andrea Antal
;
Huiguang He
;
Ying Gao
;
Bernhard A. Sabel
Adobe PDF(1653Kb)
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Submit date:2023/01/17
brain connectivity
brain connectome
brain network reorganization
occipital stroke
plasticity
stroke
visual cortex
visual field
visio
VigilanceNet: Decouple Intra- and Inter-Modality Learning for Multimodal Vigilance Estimation in RSVP-Based BCI
会议论文
, Lisboa, Portugal, 2022-10-10
Authors:
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)
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Submit date:2023/05/31
Vigilance Estimation
Multimodal
EEG
EOG
Rapid Serial Visual Presentation
Multi-Modal Domain Adaptation Variational Auto-encoder 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
Authors:
Wang, Yixin
;
Qiu, Shuang
;
Li, Dan
;
Du, Changde
;
Lu, Bao-Liang
;
He, Huiguang
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View/Download:69/0
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Submit date:2022/11/14
Cycle-consistency
domain adaptation
electroencephalograph (EEG)
multi modality
variational autoencoder