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STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors:  Zebing Wei;  Hongxia Zhao;  Zhishuai Li;  Xiaojie Bu;  Yuanyuan Chen;  Xiqiao Zhang;  Yisheng Lv;  Fei-Yue Wang
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Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
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Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 1-18
Authors:  Hong Qiao
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Brain-inspired intelligent robot  software and hardware  decision making  muscle control  cognitive intelligence  
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
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Driving EEG based multilayer dynamic brain network analysis for steering process 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 207, 页码: 17
Authors:  Chang, Wenwen;  Meng, Weiliang;  Yan, Guanghui;  Zhang, Bingtao;  Luo, Hao;  Gao, Rui;  Yang, Zhifei
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Multi -layer Networks  Functional Connectivity  Electroencephalogram (EEG)  Driving Intention  Feature Extraction  Driving Behavior  
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  
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
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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  
基于类脑脉冲神经网络的符号表征与推理 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  方宏坚
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类脑人工智能  脉冲神经网络  符号表征  突触可塑性  因果推理  
Impaired time-distance reconfiguration patterns in Alzheimer's disease: a dynamic functional connectivity study with 809 individuals from 7 sites 期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: Suppl 6
Authors:  Du,Kai;  Chen,Pindong;  Zhao,Kun;  Qu,Yida;  Kang,Xiaopeng;  Liu,Yong;  ,
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Time distance nodal connectivity diversity  Dynamic functional connectivity  Network reconfiguration  Multicenter  Alzheimer's disease