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A Pilot Study on Continuous Breaststroke Phase Recognition with Fast Training Based on Lower-Limb Inertial Signals 会议论文
, Berlin, Germany, 23-27 July 2019
作者:  Zheng EH(郑恩昊);  Zhendong Zhang;  Jingeng Mai;  Qining Wang;  Hong Qiao
Adobe PDF(1335Kb)  |  收藏  |  浏览/下载：23/7  |  提交时间：2024/06/25
Locomotion Mode Recognition with Inertial Signals for Hip Joint Exoskeleton 期刊论文
Applied Bionics and Biomechanics, 2021, 页码: 1-11
作者:  Gang Du;  Jinchen Zeng;  Cheng Gong;  Zheng EH(郑恩昊)
Adobe PDF(718Kb)  |  收藏  |  浏览/下载：16/7  |  提交时间：2024/06/25
Pattern recognition of epilepsy using parallel probabilistic neural network 期刊论文
Applied Intelligence, 2021, 页码: 1
作者:  Gong C(龚晨);  Zhou XC(周星辰);  Niu YY(牛云云)
Adobe PDF(1052Kb)  |  收藏  |  浏览/下载：112/40  |  提交时间：2023/06/27
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：157/19  |  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)  
SURRL: Structural Unsupervised Representations for Robot Learning 期刊
创刊日期: 2022,
主办者:  Zhang FY(张丰一), Yurou Chen, Hong Qiao, Zhiyong Liu
Adobe PDF(7817Kb)  |  收藏  |  浏览/下载：291/101  |  提交时间：2023/01/12
Reinforcement learning  structural representations learning  multi-task learning  robotics  
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)  |  收藏  |  浏览/下载：301/52  |  提交时间：2022/01/27
Brain-inspired decision making  Fitts' law  Motion generation  Musculoskeletal system  Speed-accuracy tradeoff (SAT)  
An Electrical Impedance Tomography Based Interface for Human-Robot Collaboration 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021, 卷号: 26, 期号: 5, 页码: 2373-2384
作者:  Zheng, Enhao;  Li, Yuhua;  Zhao, Zhiyu;  Wang, Qining;  Qiao, Hong
Adobe PDF(2781Kb)  |  收藏  |  浏览/下载：257/7  |  提交时间：2021/12/28
Robot sensing systems  Sensors  Robots  Electrodes  Collaboration  Muscles  Task analysis  Electrical impedance tomography (EIT)  grasp force estimation  human-machine interface  human-robot collaboration  
Encoding Primitives Generation Policy Learning for Robotic Arm to Overcome Catastrophic Forgetting in Sequential Multi-tasks Learning 期刊论文
Neural Networks, 2020, 期号: 2020.06.003, 页码: 12
作者:  Xiong, Fangzhou;  Liu, Zhiyong;  Huang, Kaizhu;  Yang, Xu;  Qiao, Hong;  Amir Hussain
Adobe PDF(646Kb)  |  收藏  |  浏览/下载：356/14  |  提交时间：2020/06/09
Sequential multi-tasks learning, Continual learning, Catastrophic forgetting, Robotics  
From Rough to Precise: Human-Inspired Phased Target Learning Framework for Redundant Musculoskeletal Systems 期刊论文
FRONTIERS IN NEUROROBOTICS, 2019, 卷号: 13, 期号: 61, 页码: 14
作者:  Zhou, Junjie;  Chen, Jiahao;  Deng, Hu;  Qiao, Hong
Adobe PDF(3654Kb)  |  收藏  |  浏览/下载：382/46  |  提交时间：2019/12/16
musculoskeletal system  human-inspired motion learning  noise in nervous system  reinforcement learning  phased target learning  
Locomotion Mode Recognition With Robotic Transtibial Prosthesis in Inter-Session and Inter-Day Applications 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2019, 卷号: 27, 期号: 9, 页码: 1836-1845
作者:  Zheng, Enhao;  Wang, Qining;  Qiao, Hong
Adobe PDF(4322Kb)  |  收藏  |  浏览/下载：249/4  |  提交时间：2019/12/16
Locomotion mode recognition  inter-day and inter-session  automatic training  robotic transtibial prosthesis