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Efficient adaptive learning rate for convolutional neural network based on quadratic interpolation egret swarm optimization algorithm 期刊论文
HELIYON, 2024, 卷号: 10, 期号: 18, 页码: 17
作者:  Wei, Peiyang;  Shang, Mingsheng;  Zhou, Jiesan;  Shi, Xiaoyu
收藏  |  浏览/下载:0/0  |  提交时间:2024/11/05
Convolutional neural network  Multi-domain image classification  Adaptive learning rate  Egret swarm optimization algorithm  Quadratic interpolation  
Highly efficient recognition of similar objects based on ionic robotic tactile sensors 期刊论文
SCIENCE BULLETIN, 2024, 卷号: 69, 期号: 13, 页码: 2089-2098
作者:  Kong, Yongkang;  Cheng, Guanyin;  Zhang, Mengqin;  Zhao, Yongting;  Meng, Wujun;  Tian, Xin;  Sun, Bihao;  Yang, Fuping;  Wei, Dapeng
收藏  |  浏览/下载:9/0  |  提交时间:2024/09/23
Tactile recognition  Conformal ionic gel coating  Flexible sensors  Dual-branch convolutional neural network  
Cerebellum-Inspired Model Predictive Control for Redundant Manipulators With Unknown Structure Information 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2024, 卷号: 16, 期号: 3, 页码: 1198-1210
作者:  Yan, Jingkun;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载:562/0  |  提交时间:2024/08/16
Brain modeling  Cerebellum  Predictive models  Prediction algorithms  Training  Robots  Reservoirs  Echo state network (ESN)  model predictive control (MPC)  neural dynamics (ND)  redundant manipulator  unknown system  
A Fast Nonnegative Autoencoder-Based Approach to Latent Feature Analysis on High-Dimensional and Incomplete Data 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 3, 页码: 733-746
作者:  Bi, Fanghui;  He, Tiantian;  Luo, Xin
收藏  |  浏览/下载:31/0  |  提交时间:2024/08/16
Knowledge acquisition  data science  high-dimensional and incomplete data  neural network  fast nonnegative AutoEncoder  latent feature analysis  link prediction  network representation learning  
Orientation Tracking Incorporated Multicriteria Control for Redundant Manipulators With Dynamic Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 卷号: 71, 期号: 4, 页码: 3801-3810
作者:  Liu, Mei;  Shang, Mingsheng
收藏  |  浏览/下载:209/0  |  提交时间:2024/01/17
Computational complexity  dynamic neural network (DNN)  kinematic control  multicriteria control scheme  orientation tracking  
Physical-Informed Neural Network for MPC-Based Trajectory Tracking of Vehicles With Noise Considered 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4493-4503
作者:  Jin, Long;  Liu, Longqi;  Wang, Xingxia;  Shang, Mingsheng;  Wang, Fei-Yue
收藏  |  浏览/下载:14/0  |  提交时间:2024/07/12
Mathematical models  Trajectory tracking  Task analysis  Predictive models  Intelligent vehicles  Computational modeling  Trajectory  Artificial systems  computational experiments  model predictive control (MPC) controller  parallel execution (ACP)  physical-informed neural network (PINN)  trajectory tracking tasks  
Data-Driven Remote Center of Cyclic Motion Control for Redundant Robots With Rod-Shaped End-Effector 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 9
作者:  Liu, Mei;  Liu, Kun;  Zhu, Puchen;  Zhang, Guoqian;  Ma, Xin;  Shang, Mingsheng
收藏  |  浏览/下载:28/0  |  提交时间:2024/04/07
Robots  End effectors  Robot kinematics  Kinematics  Recurrent neural networks  Jacobian matrices  Task analysis  Data driven  end-effector  recurrent neural network (RNN)  redundant robot  remote center of motion (RCM)  
Metaheuristic-Based RNN for Manipulability Optimization of Redundant Manipulators 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 10
作者:  Tan, Jiawang;  Shang, Mingsheng;  Jin, Long
收藏  |  浏览/下载:576/0  |  提交时间:2024/05/06
Manipulators  Optimization  Collision avoidance  Jacobian matrices  Kinematics  Task analysis  Linear programming  Manipulability optimization  metaheuristic optimization  nonconvex  obstacle avoidance  recurrent neural network  
Constructing convolutional neural network by utilizing nematode connectome: A brain-inspired method 期刊论文
APPLIED SOFT COMPUTING, 2023, 卷号: 149, 页码: 10
作者:  Su, Dan;  Chen, Liangming;  Du, Xiaohao;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载:23/0  |  提交时间:2024/01/17
Convolutional neural network  Caenorhabditis elegans  Nematode connectome  
Highly Accurate Manipulator Calibration via Extended Kalman Filter-Incorporated Residual Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 11, 页码: 10831-10841
作者:  Yang, Weiyi;  Li, Shuai;  Li, Zhibin;  Luo, Xin
收藏  |  浏览/下载:624/0  |  提交时间:2024/05/06
Data driven  draw-wire sensor  extended Kalman filter  geometric error  industrial manipulator  manipulator calibration  nongeometric error  residual neural network (ResNN)