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A Bio-Inspired Integration Model of Basal Ganglia and Cerebellum for Motion Learning of a Musculoskeletal Robot 期刊论文
Journal of Systems Science and Complexity, 2024, 卷号: 37, 页码: 82-113
作者:  Jinhan Zhang;  Jiahao Chen;  Shanlin Zhong;  Hong Qiao
Adobe PDF(1513Kb)  |  收藏  |  浏览/下载:48/12  |  提交时间:2024/06/04
A memory and attention-based reinforcement learning for musculoskeletal robots with prior knowledge of muscle synergies 期刊论文
Robotic Intelligence and Automation, 2024, 卷号: 44, 期号: 2, 页码: 316-333
作者:  Xiaona Wang;  Jiahao Chen;  Hong Qiao
Adobe PDF(2591Kb)  |  收藏  |  浏览/下载:45/12  |  提交时间:2024/06/04
Musculoskeletal robot  Partial observable  Reinforcement learning  LSTM  Attention  Muscle synergy  
Motion Learning for Musculoskeletal Robots Based on Cortex-Inspired Motor Primitives and Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 卷号: 16, 期号: 2, 页码: 744-756
作者:  Xiaona Wang;  Jiahao Chen;  Wei Wu
Adobe PDF(3444Kb)  |  收藏  |  浏览/下载:29/7  |  提交时间:2024/06/04
Biologically inspired control  motor preparation  motor primitive  musculoskeletal robot  recurrent neural network (RNN)  
Identification of epilepsy from intracranial EEG signals by using different neural network models 期刊论文
Computational Biology and Chemistry, 2020, 页码: 107310
作者:  Gong C(龚晨);  Zhang XX(张肖雄);  Niu YY(牛云云)
Adobe PDF(1786Kb)  |  收藏  |  浏览/下载:150/49  |  提交时间:2023/06/27
Intracranial Epileptic Seizures Detection Based on an Optimized Neural Network Classifier 期刊论文
Chinese Journal of Electronics, 2021, 页码: 419-425
作者:  Gong C(龚晨);  Liu JH(刘家辉);  Niu YY(牛云云)
Adobe PDF(956Kb)  |  收藏  |  浏览/下载:120/45  |  提交时间:2023/06/27
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:107/38  |  提交时间:2023/06/27
Adaptive model-based dynamic event-triggered output feedback control of a robotic manipulator with disturbance 期刊论文
ISATransactions, 2021, 页码: 64-78
作者:  Gao jie;  Kang Erlong;  He Wei;  Qiao hong
Adobe PDF(2719Kb)  |  收藏  |  浏览/下载:288/106  |  提交时间:2022/06/14
A novel event-triggered adaptive tracking control framework for a manipulator with aperiodic neural network estimation 期刊论文
Assembly Automation, 2022, 页码: 1-16
作者:  Gao jie
Adobe PDF(2045Kb)  |  收藏  |  浏览/下载:267/91  |  提交时间:2022/06/14
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)  |  收藏  |  浏览/下载:455/159  |  提交时间:2022/06/06
Model predictive control  robotic manipulator  leaning terminal cost  neural networks  event-triggered mechanism  unknown dynamics  
Muscle-synergies-based neuromuscular control for motion learning and generalization of a musculoskeletal system 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, 卷号: 51, 期号: 6, 页码: 3993 - 4006
作者:  Jiahao Chen;  Hong Qiao
Adobe PDF(2688Kb)  |  收藏  |  浏览/下载:244/67  |  提交时间:2021/06/01
Motion generalization  motion learning  muscle synergy  musculoskeletal system  neuromuscular control