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Long short-term memory with activation on gradient 期刊论文
NEURAL NETWORKS, 2023, 卷号: 164, 页码: 135-145
作者:  Qin, Chuan;  Chen, Liangming;  Cai, Zangtai;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载:9/0  |  提交时间:2023/12/25
Long short -term memory (LSTM)  Gradient activation  Vanishing gradient problem  Exploding gradient problem  Ill-conditioned problem  
Activated Gradients for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Liu, Mei;  Chen, Liangming;  Du, Xiaohao;  Jin, Long;  Shang, Mingsheng
收藏  |  浏览/下载:48/0  |  提交时间:2022/08/22
Training  Deep learning  Neural networks  Optimization  Visualization  Newton method  Eigenvalues and eigenfunctions  Exploding gradient problems  gradient activation function (GAF)  ill-conditioned problems  saddle point problems  vanishing gradient problems  
A Continuation Method for Visualizing Planar Real Algebraic Curves with Singularities 会议论文
20th International Workshop on Computer Algebra in Scientific Computing, CASC 2018, Lille, France, September 17, 2018 - September 21, 2018
作者:  Chen, Changbo;  Wu, Wenyuan
Adobe PDF(1113Kb)  |  收藏  |  浏览/下载:99/0  |  提交时间:2019/06/25
Manipulability Optimization of Redundant Manipulators Using Dynamic Neural Networks 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 6, 页码: 4710-4720
作者:  Jin, Long;  Li, Shuai;  Hung Manh La;  Luo, Xin
Adobe PDF(903Kb)  |  收藏  |  浏览/下载:3041/2  |  提交时间:2018/03/05
Dynamic neural network  kinematic control  manipulability optimization  redundancy resolution  
The Numerical Factorization of Polynomials 期刊论文
FOUNDATIONS OF COMPUTATIONAL MATHEMATICS, 2017, 卷号: 17, 期号: 1, 页码: 259-286
作者:  Wu, Wenyuan;  Zeng, Zhonggang
Adobe PDF(1022Kb)  |  收藏  |  浏览/下载:172/0  |  提交时间:2018/03/05
Numerical polynomial factorization  Ill-posed problem  Factorization manifold  Sensitivity  
A numerical method for computing border curves of bi-parametric real polynomial systems and applications 会议论文
18th International Workshop on Computer Algebra in Scientific Computing, CASC 2016, Bucharest, Romania, September 19, 2016 - September 23, 2016
作者:  Chen, Changbo;  Wu, Wenyuan
Adobe PDF(530Kb)  |  收藏  |  浏览/下载:91/0  |  提交时间:2018/03/16
Numerical and geometric properties of a method for finding points on real solution components 会议论文
2014 Symposium on Symbolic-Numeric Computation, SNC 2014, Shanghai, China, July 28, 2014 - July 31, 2014
作者:  Wu, Wenyuan;  Reid, Greg;  Feng, Yong
Adobe PDF(386Kb)  |  收藏  |  浏览/下载:59/0  |  提交时间:2018/03/16