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资助项目:National Natural Science Foundation of China[91648205]
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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:171/22
  |  
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)
Observer-based event and self-triggered adaptive output feedback control of robotic manipulators
期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2022, 页码: 32
作者:
Gao, Jie
;
He, Wei
;
Qiao, Hong
收藏
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浏览/下载:216/0
  |  
提交时间:2022/11/14
first-order filter
impulsive dynamical system
model-based event-triggered control
neural network
nonlinear uncertainty
observer estimation
robotic manipulator
Hierarchical Motion Learning for Goal-Oriented Movements With Speed-Accuracy Tradeoff of a Musculoskeletal System
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:
Zhou, Junjie
;
Zhong, Shanlin
;
Wu, Wei
Adobe PDF(5440Kb)
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浏览/下载:312/55
  |  
提交时间:2022/01/27
Brain-inspired decision making
Fitts' law
Motion generation
Musculoskeletal system
Speed-accuracy tradeoff (SAT)
Structure transforming for constructing constraint force field in musculoskeletal robot
期刊论文
ASSEMBLY AUTOMATION, 2021, 卷号: 42, 期号: 2, 页码: 169-180
作者:
Zhong, Shanlin
;
Chen, Ziyu
;
Zhou, Junjie
Adobe PDF(2152Kb)
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浏览/下载:390/73
  |  
提交时间:2021/12/28
High precision
Attractive region in environment
Constraint force field
Musculoskeletal robot
Adaptive-Neural-Network-Based Trajectory Tracking Control for a Nonholonomic Wheeled Mobile Robot With Velocity Constraints
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 6, 页码: 5057-5067
作者:
Chen, Ziyu
;
Liu, Yang
;
He, Wei
;
Qiao, Hong
;
Ji, Haibo
Adobe PDF(1673Kb)
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浏览/下载:349/20
  |  
提交时间:2021/04/06
Mobile robots
Lyapunov methods
Adaptive systems
Artificial neural networks
Automation
Adaptive neural networks
barrier Lyapunov function (BLF)
velocity constraint
wheeled mobile robot (WMR)
Neural network-based model predictive tracking control of an uncertain robotic manipulator with input constraints
期刊论文
ISA TRANSACTIONS, 2021, 卷号: 109, 页码: 89-101
作者:
Kang, Erlong
;
Qiao, Hong
;
Gao, Jie
;
Yang, Wenjing
Adobe PDF(942Kb)
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浏览/下载:417/87
  |  
提交时间:2021/03/29
Model predictive control
Neural network
Robotic manipulator
Unknown dynamics
Online learning estimation
Input constraints
Improving Learning Efficiency of Recurrent Neural Network through Adjusting Weights of All Layers in a Biologically-inspired Framework
会议论文
, Anchorage, AK, USA, 2017-5-14
作者:
Huang, Xiao
;
Wu, Wei
;
Yin, Peijie
;
Qiao, Hong
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Adobe PDF(466Kb)
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浏览/下载:268/67
  |  
提交时间:2020/06/09
Brain-inspired model
emotion
motion learning
recurrent neural network
Computational modeling of Emotion-motivated Decisions for Continuous Control of Mobile Robots
期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: 13, 期号: 2020, 页码: 1-14
作者:
Huang, Xiao
;
Wu, Wei
;
Qiao, Hong
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Adobe PDF(5970Kb)
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浏览/下载:287/97
  |  
提交时间:2020/06/09
Brain-inspired Computing
Emotion-motivated Learning
Emotion-memory Interactions
Decision-making
Reinforcement Learning
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
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  |  
Adobe PDF(1614Kb)
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  |  
浏览/下载:309/103
  |  
提交时间:2020/06/09
Brain-inspired computing
decision-making
emotion modulation
emotion-cognition interactions
reinforcement learning
Realizing human-like manipulation with a musculoskeletal system and biologically inspired control scheme
期刊论文
NEUROCOMPUTING, 2019, 卷号: 339, 期号: 暂无, 页码: 116-129
作者:
Jiahao Chen
;
Shanlin Zhong
;
Erlong Kang
;
Hong Qiao
Adobe PDF(4018Kb)
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浏览/下载:434/63
  |  
提交时间:2019/07/12
Human-like manipulation
Musculoskeletal system
Biologically inspired
Muscle synergy
Attractive region in environment