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Towards Automatic Model Compression via A Unified Two-Stage Framework 期刊论文
Pattern Recognition (PR), 2023, 卷号: 140, 页码: 109527
作者:  Weihan Chen;  Peisong Wang;  Jian Cheng
Adobe PDF(765Kb)  |  收藏  |  浏览/下载：107/33  |  提交时间：2023/06/20
Deep Neural Networks  Model Compression  Quantization  Pruning  
Optimization-Based Post-Training Quantization With Bit-Split and Stitching 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
作者:  Wang, Peisong;  Chen, Weihan;  He, Xiangyu;  Chen, Qiang;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(921Kb)  |  收藏  |  浏览/下载：172/49  |  提交时间：2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
High Precision Calibration for Three-Dimensional Vision-Guided Robot System 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 1, 页码: 624-634
作者:  Liu, Zhicheng;  Liu, Xilong;  Cao, Zhiqiang;  Gong, Xurong;  Tan, Min;  Yu, Junzhi
收藏  |  浏览/下载：251/0  |  提交时间：2022/11/14
Robots  Calibration  Robot kinematics  Mathematical models  End effectors  Cameras  Robot vision systems  Calibration  error correction matrix  unified model  vision-guided robot  
Learning Accurate and Stable Point-to-Point Motions: A Dynamic System Approach 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 2, 页码: 1510-1517
作者:  Zhang, Yu;  Cheng, Long;  Li, Houcheng;  Cao, Ran
Adobe PDF(3334Kb)  |  收藏  |  浏览/下载：219/19  |  提交时间：2022/02/16
Point-to-point tasks  neural network  dynamic system  generalization performance  high dimensional data  
Broad Learning System Based on Maximum Correntropy Criterion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 7, 页码: 3083-3097
作者:  Zheng, Yunfei;  Chen, Badong;  Wang, Shiyuan;  Wang, Weiqun
收藏  |  浏览/下载：186/0  |  提交时间：2021/08/15
Learning systems  Robustness  Standards  Optimization  Training  Perturbation methods  Mean square error methods  Broad learning system (BLS)  incremental learning algorithms  maximum correntropy criterion (MCC)  regression and classification  
ESO-based controller with model predictive governor for 3D trajectory tracking of underactuated underwater vehicles 期刊论文
IEEE Transactions on Industrial Informatics, 2020, 期号: 17, 页码: 6114-6124
作者:  Kong SH(孔诗涵)
Adobe PDF(1569Kb)  |  收藏  |  浏览/下载：151/47  |  提交时间：2021/06/21
Underactuated underwater vehicle  model predictive control  robust control  3D trajectory tracking  extended state observer  
Design and control of a two-motor-actuated tuna-inspired robot system 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 卷号: 51, 期号: 暂无, 页码: 1-11
作者:  Du, Sheng;  Wu, Zhengxing;  Wang, Jian;  Qi, Suwen;  Yu, Junzhi
Adobe PDF(2287Kb)  |  收藏  |  浏览/下载：216/61  |  提交时间：2021/06/16
Bio-inspired robot  fast swimming  maneuverability  robotic tuna  underwater robot  
Real-time path planning and following of a gliding robotic dolphin within a hierarchical framework 期刊论文
IEEE Transactions on Vehicular Technology, 2021, 卷号: 70, 期号: 4, 页码: 3243-3255
作者:  Wang Jian(王健);  Wu Zhengxing;  Yan Shuaizheng;  Tan Min;  Yu Junzhi
Adobe PDF(3837Kb)  |  收藏  |  浏览/下载：229/51  |  提交时间：2021/06/04
Adaptive backstepping  hierarchical deep q-network  path following  path planning  underwater robot  
Development of a Whale-Shark-Inspired Gliding Robotic Fish With High Maneuverability 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2020, 卷号: 25, 期号: 6, 页码: 2824-2834
作者:  Dong, Huijie;  Wu, Zhengxing;  Chen, Di;  Tan, Min;  Yu, Junzhi
Adobe PDF(2542Kb)  |  收藏  |  浏览/下载：320/49  |  提交时间：2021/03/02
Buoyancy  Robot kinematics  Shape  Mechatronics  Whales  Robot sensing systems  Biomimetic robot  gliding robotic fish  modeling and control  underwater robotics  
Complex-Valued Discrete-Time Neural Dynamics for Perturbed Time-Dependent Complex Quadratic Programming With Applications 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3555-3569
作者:  Qi, Yimeng;  Jin, Long;  Wang, Yaonan;  Xiao, Lin;  Zhang, Jiliang
收藏  |  浏览/下载：197/0  |  提交时间：2021/01/07
Computational modeling  Convergence  Mathematical model  Recurrent neural networks  Perturbation methods  Robots  Numerical models  Complex domain  discrete-time neural dynamics (DTND)  quasi-Newton Broyden-Fletcher-Goldfarb-Shanno (BFGS)  quadratic programming (QP)