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Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:
Wei, Qinglai
;
Han, Liyuan
;
Zhang, Tielin
Adobe PDF(8060Kb)
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浏览/下载:105/24
  |  
提交时间:2024/03/27
Direct dynamic programming (DDP)
Lorenz system
multiscale dynamics
point-to-point control
recursive least square (RLS)
spiking neural network (SNN)
Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者:
Xiao Xue
;
Deyu Zhou
;
Xiangning Yu
;
Gang Wang
;
Juanjuan Li
;
Xia Xie
;
Lizhen Cui
;
Fei-Yue Wang
Adobe PDF(7239Kb)
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浏览/下载:78/19
  |  
提交时间:2024/03/18
Agent-based modeling
computational experiments
cyber-physical-social systems (CPSS)
generative deduction
generative experiments
meta model
Social Radars: Finding Targets in Cyberspace for Cybersecurity
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 279-282
作者:
Lili Fan
;
Changxian Zeng
;
Yutong Wang
;
Jiaqi Ma
;
Fei-Yue Wang
Adobe PDF(10180Kb)
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浏览/下载:103/17
  |  
提交时间:2024/01/23
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)
Learning Markets: An AI Collaboration Framework Based on Blockchain and Smart Contracts
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 16, 页码: 14273-14286
作者:
Ouyang, Liwei
;
Yuan, Yong
;
Wang, Fei-Yue
Adobe PDF(2684Kb)
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浏览/下载:546/55
  |  
提交时间:2022/09/19
Collaboration
Artificial intelligence
Data models
Computational modeling
Smart contracts
Blockchain
Distributed databases
Artificial intelligence (AI) collaboration
blockchain
ensemble learning
federated learning (FL)
smart contracts
Adaptive Fuzzy Asymptotic Tracking Control of State-Constrained High-Order Nonlinear Time-Delay Systems and Its Applications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 3, 页码: 1671-1680
作者:
Wu, You
;
Xie, Xue-Jun
;
Hou, Zeng-Guang
收藏
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浏览/下载:188/0
  |  
提交时间:2022/07/25
Adaptive fuzzy asymptotic tracking control
feasibility conditions
full-state constraints
high-order nonlinear time-delay systems
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:256/20
  |  
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
Removing Feasibility Conditions on Adaptive Neural Tracking Control of Nonlinear Time-Delay Systems With Time-Varying Powers, Input, and Full-State Constraints
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 4, 页码: 2553-2564
作者:
Guo, Chao
;
Xie, Xue-Jun
;
Hou, Zeng-Guang
收藏
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浏览/下载:412/0
  |  
提交时间:2022/06/10
Nonlinear systems
Time-varying systems
Control design
Adaptive systems
Delay effects
Artificial neural networks
Automation
Feasibility conditions
input and full-state constraints
neural networks (NNs)
nonlinear systems
time-varying powers
Online Minimax Q Network Learning for Two-Player Zero-Sum Markov Games
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1228-1241
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(2838Kb)
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浏览/下载:259/15
  |  
提交时间:2022/06/10
Games
Nash equilibrium
Mathematical model
Markov processes
Convergence
Dynamic programming
Training
Deep reinforcement learning (DRL)
generalized policy iteration (GPI)
Markov game (MG)
Nash equilibrium
Q network
zero sum
Self-Supervised Contact Geometry Learning by GelStereo Visuotactile Sensing
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 9
作者:
Cui, Shaowei
;
Wang, Rui
;
Hu, Jingyi
;
Zhang, Chaofan
;
Chen, Lipeng
;
Wang, Shuo
Adobe PDF(1925Kb)
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浏览/下载:647/320
  |  
提交时间:2022/06/06
Geometry
Sensors
Three-dimensional displays
Estimation
Image reconstruction
Tactile sensors
Color
Depth estimation
robotic sensing systems
self-supervised learning
tactile sensors