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基于单试次脑电解码的类自举法谎言预测研究 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 10, 页码: 2084-2093
Authors:  白帅帅;  陈超;  魏玮;  代璐瑶;  刘烨;  邱爽;  何晖光
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脑电  谎言预测  事件相关电位  复合反应范式  类自举法  
Exploring the Brain-like Properties of Deep Neural Networks: A Neural Encoding Perspective 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
Authors:  Qiongyi Zhou;  Changde Du;  Huiguang He
Adobe PDF(7698Kb)  |  Favorite  |  View/Download:17/5  |  Submit date:2024/04/23
Convolutional neural network (CNN)  vision transformer (ViT)  multi-modal networks  spatial-temporal networks  visual neural encoding  brain-like neural networks  
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
Authors:  Zhiqiang Chen;  Ting-Bing Xu;  Jinpeng Li;  Huiguang He
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Convolutional neural networks (CNNs)  group equivariance  higher-degree weight sharing  parameter efficiency  
EEG-FRM: a neural network based familiar and unfamiliar face EEG recognition method 期刊论文
COGNITIVE NEURODYNAMICS, 2024, 页码: 14
Authors:  Chen, Chao;  Fan, Lingfeng;  Gao, Ying;  Qiu, Shuang;  Wei, Wei;  He, Huiguang
Favorite  |  View/Download:20/0  |  Submit date:2024/03/27
Familiar/unfamiliar face recognition  Electroencephalogram (EEG)  Convolutional neural network  Attention module  Supervised contrastive learning  
Topographic representation of visually evoked emotional experiences in the human cerebral cortex 期刊论文
ISCIENCE, 2023, 卷号: 26, 期号: 9, 页码: 18
Authors:  Du, Changde;  Fu, Kaicheng;  Wen, Bincheng;  He, Huiguang
Favorite  |  View/Download:14/0  |  Submit date:2024/03/26
Investigating EEG-based cross-session and cross-task vigilance estimation in BCI systems 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 5, 页码: 15
Authors:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Yi, Weibo;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
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brain-computer interface (BCI)  electroencephalogram (EEG)  vigilance estimation  
A multimodal approach to estimating vigilance in SSVEP-based BCI 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 225, 页码: 16
Authors:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Zhang, Yukun;  Wang, Shengpei;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
Favorite  |  View/Download:98/0  |  Submit date:2023/11/17
Vigilance estimation  Brain -computer interface (BCI)  Graph neural network  Electroencephalogram (EEG)  Steady-state visual evoked potential (SSVEP)  Multimodal fusion  
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  
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)
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Vigilance Estimation  Multimodal  EEG  EOG  Rapid Serial Visual Presentation  
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
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brain-computer interface  motor imagery  multimodal  EEG-fNIRS  center loss