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资助机构:Strategic Priority Research Program of Chinese Academy of Science
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Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:
Wang, Xiaona
;
Chen, Jiahao
;
Qiao, Hong
Adobe PDF(2080Kb)
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浏览/下载:163/20
  |  
提交时间:2023/03/20
Muscles
Recurrent neural networks
Mathematical models
Bio-inspired control
Robot kinematics
Tendons
Musculoskeletal system
Biologically inspired control
motor cortex
movement preparation
musculoskeletal system
recurrent neural network (RNN)
STDIN: Spatio-temporal distilled interpolation for electron microscope images
期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 188-202
作者:
Wang, Zejin
;
Sun, Guodong
;
Li, Guoqing
;
Shen, Lijun
;
Zhang, Lina
;
Han, Hua
Adobe PDF(6579Kb)
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浏览/下载:286/28
  |  
提交时间:2022/11/14
Spatio-temporal ensemble
Feedback distillation
Electron microscope interpolation
A Control Framework for Adaptation of Training Task and Robotic Assistance for Promoting Motor Learning With an Upper Limb Rehabilitation Robot
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 52, 期号: 12, 页码: 7737-7747
作者:
Wang, Chen
;
Peng, Liang
;
Hou, Zeng-Guang
Adobe PDF(2528Kb)
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浏览/下载:246/16
  |  
提交时间:2022/06/10
Robots
Trajectory
Task analysis
Training
Oscillators
Rehabilitation robotics
Real-time systems
Assist as needed (AAN)
motor learning
nonlinear adaptive control
rehabilitation robotics
Tracking of Uncertain Robotic Manipulators Using Event-Triggered Model Predictive Control With Learning Terminal Cost
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 卷号: 19, 期号: 4, 页码: 2801-2815
作者:
Kang, Erlong
;
Qiao, Hong
;
Chen, Ziyu
;
Gao, Jie
Adobe PDF(4203Kb)
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浏览/下载:463/160
  |  
提交时间:2022/06/06
Model predictive control
robotic manipulator
leaning terminal cost
neural networks
event-triggered mechanism
unknown dynamics
DVGG: Deep Variational Grasp Generation for Dextrous Manipulation
期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 2, 页码: 1659-1666
作者:
Wei, Wei
;
Li, Daheng
;
Wang, Peng
;
Li, Yiming
;
Li, Wanyi
;
Luo, Yongkang
;
Zhong, Jun
Adobe PDF(3717Kb)
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浏览/下载:271/14
  |  
提交时间:2022/03/17
Deep learning in grasping and manipulation
multifingered hands
computer vision for automation
point cloud completion
iterative refinement
Prediction of Human Voluntary Torques Based on Collaborative Neuromusculoskeletal Modeling and Adaptive Learning
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5217-5226
作者:
Wang, Weiqun
;
Shi, Weiguo
;
Hou, Zeng-Guang
;
Chen, Badong
;
Liang, Xu
;
Ren, Shixin
;
Wang, Jiaxing
;
Peng, Liang
Adobe PDF(13331Kb)
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浏览/下载:391/63
  |  
提交时间:2021/04/06
Muscles
Adaptation models
Adaptive learning
Force
Calibration
Hip
Electromyography
Adaptive learning
human–
robot interaction
neuromusculoskeletal modeling
parameter calibration
surface electromyography (sEMG) processing
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain-Computer Interface and Audiovisual Feedback
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 4, 页码: 787-796
作者:
Wang, Jiaxing
;
Wang, Weiqun
;
Hou, Zeng-Guang
Adobe PDF(2031Kb)
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浏览/下载:350/75
  |  
提交时间:2021/03/02
Avatars
Electroencephalography
Training
Games
Real-time systems
Task analysis
Stroke (medical condition)
Attention enhancement
brain–
computer interface (BCI)
electroencephalogram (EEG)
neural rehabilitation
virtual reality
Engagement Enhancement Based on Human-in-the-Loop Optimization for Neural Rehabilitation
期刊论文
FRONTIERS IN NEUROROBOTICS, 2020, 卷号: 12, 期号: 无, 页码: 11
作者:
Wang, Jiaxing
;
Wang, Weiqun
;
Ren, Shixin
;
Shi, Weiguo
;
Hou, Zeng-Guang
Adobe PDF(2370Kb)
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浏览/下载:345/80
  |  
提交时间:2021/01/06
human-in-the-loop optimization
EEG based neural engagement
sEMG based muscle activation
tracking accuracy
neural rehabilitation
Automatic Reconstruction of Mitochondria and Endoplasmic Reticulum in Electron Microscopy Volumes by Deep Learning
期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 期号: 14, 页码: 13
作者:
Liu, Jing
;
Li, Linlin
;
Yang, Yang
;
Hong, Bei
;
Chen, Xi
;
Xie, Qiwei
;
Han, Hua
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Adobe PDF(1944Kb)
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浏览/下载:330/77
  |  
提交时间:2020/09/21
mitochondria
endoplasmic reticulum
electron microscopes
segmentation
3D reconstruction
Connecting Model-Based and Model-Free Control With Emotion Modulation in Learning Systems
期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 卷号: 10, 期号: 4, 页码: 1-15
作者:
Huang, Xiao
;
Wu, Wei
;
Qiao, Hong
浏览
  |  
Adobe PDF(1614Kb)
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浏览/下载:303/101
  |  
提交时间:2020/06/09
Brain-inspired computing
decision-making
emotion modulation
emotion-cognition interactions
reinforcement learning