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基于运动想象的脑电信号分类算法研究 学位论文
, 2023
Authors:  曲宗福
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运动想象，Transformer，图卷积神经网络，OpenBCI  
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
Authors:  Zhang,Yukun;  Qiu,Shuang;  He,Huiguang
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brain-computer interface  motor imagery  multimodal  EEG-fNIRS  center loss  
TMS-EEG signatures of facilitated cognitive reappraisal in emotion regulation by left ventrolateral prefrontal cortex stimulation 期刊论文
Neuropsychologia, 2023, 卷号: 186, 页码: 108560
Authors:  Li, Wenjie;  Li, Yingjie;  Cao, Dan;  Qian, Zhenying;  Tang, Yingying;  Wang, Jijun
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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)
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Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
Authors:  Yixuan Qiu
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Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
基于脑网络组图谱的精神分裂症亚型研究 学位论文
, 2022
Authors:  时维阳
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精神分裂症  异质性  亚型  影像-临床关联分析  影像-转录组关联分析  
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 11, 页码: 5321-5331
Authors:  Liu, Shuaiqi;  Wang, Xu;  Zhao, Ling;  Li, Bing;  Hu, Weiming;  Yu, Jie;  Zhang, Yu-Dong
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Electroencephalography  Feature extraction  Emotion recognition  Convolution  Brain modeling  Deep learning  Neural networks  3D convolution attention neural network  dual attention learning  EEG emotion recognition  spatio-temporal feature  
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
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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)
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Vigilance Estimation  Multimodal  EEG  EOG  Rapid Serial Visual Presentation  
Brain mechanisms underlying the influence of emotions on spatial decision-making: An EEG study 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 16
Authors:  Zhao, Yanyan;  Wang, Danli;  Wang, Xinyuan;  Chiu, Steve C. C.
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emotion  decision-making  spatial task  electroencephalography (EEG)  microstate analysis  effective connectivity analysis  graph theoretical analysis  event-related potentials (ERP)