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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)  |  收藏  |  浏览/下载：142/13  |  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)  
Continuous Multi-DoF Wrist Kinematics Estimation Based on a Human-Machine Interface With Electrical-Impedance-Tomography 期刊论文
FRONTIERS IN NEUROROBOTICS, 2021, 卷号: 15, 页码: 13
作者:  Zheng, Enhao;  Zhang, Jingzhi;  Wang, Qining;  Qiao, Hong
Adobe PDF(2668Kb)  |  收藏  |  浏览/下载：216/1  |  提交时间：2021/12/28
wrist angle estimation  electrical-impedance-tomography  multi-DoF  Lasso  human-machine interface  
Wrist Angle Estimation With a Musculoskeletal Model Driven by Electrical Impedance Tomography Signals 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 2, 页码: 2186-2193
作者:  Zheng, Enhao;  Wan, Jiacheng;  Yang, Lin;  Wang, Qining;  Qiao, Hong
Adobe PDF(1805Kb)  |  收藏  |  浏览/下载：191/2  |  提交时间：2021/05/06
Electrical impedance tomography  human-machine interface  musculoskeletal model  wrist angle estimation  
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)  |  收藏  |  浏览/下载：289/96  |  提交时间：2020/06/09
Brain-inspired computing  decision-making  emotion modulation  emotion-cognition interactions  reinforcement learning