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Enhancing Representation Power of Deep Neural Networks With Negligible Parameter Growth for Industrial Applications 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 12
作者:  Chen, Liangming;  Jin, Long;  Shang, Mingsheng;  Wang, Fei-Yue
收藏  |  浏览/下载:8/0  |  提交时间:2024/07/12
Residual neural networks  Vectors  Noise  Biological neural networks  Medical services  Defect detection  Agriculture  Deep neural networks (DNNs)  industrial applications  ordinary differential equation (ODE)  representation power  
ACP-Incorporated Perturbation-Resistant Neural Dynamics Controller for Autonomous Vehicles 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 4, 页码: 4675-4686
作者:  Liufu, Ying;  Jin, Long;  Shang, Mingsheng;  Wang, Xingxia;  Wang, Fei-Yue
收藏  |  浏览/下载:10/0  |  提交时间:2024/08/16
Autonomous vehicles  Vehicle dynamics  Kinematics  Task analysis  Control systems  Robustness  Predictive control  Model predictive control (MPC)  neural dynamics  autonomous vehicles  artificial systems  computational experiments  and parallel execution (ACP)  
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