Simulations and Experiments of Time-Varying Takagi Factorization via Zhang Neural Network

2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC) ◽

10.1109/iaeac50856.2021.9391013 ◽

2021 ◽

Author(s):

Zanyu Tang ◽

Tianyu Zeng ◽

Zhenyu Li ◽

Jianrong Chen ◽

Yunong Zhang

Keyword(s):

Neural Network ◽

Time Varying ◽

Zhang Neural Network ◽

Takagi Factorization

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Time-Varying Matrix Square Roots Solving via Zhang Neural Network and Gradient Neural Network: Modeling, Verification and Comparison

Advances in Neural Networks – ISNN 2009 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-01507-6_2 ◽

2009 ◽

pp. 11-20 ◽

Author(s):

Yunong Zhang ◽

Yiwen Yang ◽

Ning Tan

Keyword(s):

Neural Network ◽

Network Modeling ◽

Neural Network Modeling ◽

Time Varying ◽

Square Roots ◽

Zhang Neural Network ◽

Gradient Neural Network

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MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Time-Varying Lyapunov Equation Solving

Lecture Notes in Computer Science - Advances in Neural Networks - ISNN 2008 ◽

10.1007/978-3-540-87732-5_14 ◽

2008 ◽

pp. 117-127 ◽

Author(s):

Yunong Zhang ◽

Shuai Yue ◽

Ke Chen ◽

Chenfu Yi

Keyword(s):

Neural Network ◽

Lyapunov Equation ◽

Time Varying ◽

Matlab Simulation ◽

Equation Solving ◽

Zhang Neural Network ◽

Gradient Neural Network

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Improved Zhang neural network with finite-time convergence for time-varying linear system of equations solving

Information Processing Letters ◽

10.1016/j.ipl.2019.03.012 ◽

2019 ◽

Vol 147 ◽

pp. 88-93 ◽

Author(s):

Xuanjiao Lv ◽

Lin Xiao ◽

Zhiguo Tan

Keyword(s):

Neural Network ◽

Linear System ◽

Finite Time ◽

System Of Equations ◽

Time Varying ◽

Linear System Of Equations ◽

Finite Time Convergence ◽

Zhang Neural Network

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Robustness analysis of the Zhang neural network for online time-varying quadratic optimization

Journal of Physics A Mathematical and Theoretical ◽

10.1088/1751-8113/43/24/245202 ◽

2010 ◽

Vol 43 (24) ◽

pp. 245202 ◽

Author(s):

Yunong Zhang ◽

Gongqin Ruan ◽

Kene Li ◽

Yiwen Yang

Keyword(s):

Neural Network ◽

Robustness Analysis ◽

Quadratic Optimization ◽

Time Varying ◽

Zhang Neural Network

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Improved Zhang neural network model and its solution of time-varying generalized linear matrix equations

Expert Systems with Applications ◽

10.1016/j.eswa.2010.04.007 ◽

2010 ◽

Vol 37 (10) ◽

pp. 7213-7218 ◽

Author(s):

Zhan Li ◽

Yunong Zhang

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Linear Matrix ◽

Time Varying ◽

Matrix Equations ◽

Zhang Neural Network ◽

Linear Matrix Equations

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Simulation and verification of Zhang neural network for online time-varying matrix inversion

Simulation Modelling Practice and Theory ◽

10.1016/j.simpat.2009.07.001 ◽

2009 ◽

Vol 17 (10) ◽

pp. 1603-1617 ◽

Author(s):

Yunong Zhang ◽

Chenfu Yi ◽

Weimu Ma

Keyword(s):

Neural Network ◽

Matrix Inversion ◽

Time Varying ◽

Zhang Neural Network

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Zhang neural network versus gradient-based neural network for time-varying linear matrix equation solving

Neurocomputing ◽

10.1016/j.neucom.2011.05.021 ◽

2011 ◽

Vol 74 (17) ◽

pp. 3708-3712 ◽

Author(s):

Dongsheng Guo ◽

Chenfu Yi ◽

Yunong Zhang

Keyword(s):

Neural Network ◽

Matrix Equation ◽

Linear Matrix ◽

Time Varying ◽

Linear Matrix Equation ◽

Equation Solving ◽

Gradient Based ◽

Zhang Neural Network

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Zhang neural network, Getz–Marsden dynamic system, and discrete-time algorithms for time-varying matrix inversion with application to robots' kinematic control

Neurocomputing ◽

10.1016/j.neucom.2012.05.012 ◽

2012 ◽

Vol 97 ◽

pp. 22-32 ◽

Author(s):

Dongsheng Guo ◽

Yunong Zhang

Keyword(s):

Neural Network ◽

Dynamic System ◽

Discrete Time ◽

Matrix Inversion ◽

Time Varying ◽

Kinematic Control ◽

Zhang Neural Network

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Zhang Neural Network for Linear Time-Varying Equation Solving and its Robotic Application

2007 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2007.4370761 ◽

2007 ◽

Author(s):

Yu-Nong Zhang ◽

Hai-Feng Peng

Keyword(s):

Neural Network ◽

Linear Time ◽

Time Varying ◽

Equation Solving ◽

Zhang Neural Network ◽

Robotic Application

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Integration-Enhanced Zhang Neural Network for Real-Time-Varying Matrix Inversion in the Presence of Various Kinds of Noises

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2497715 ◽

2016 ◽

Vol 27 (12) ◽

pp. 2615-2627 ◽

Author(s):

Long Jin ◽

Yunong Zhang ◽

Shuai Li

Keyword(s):

Neural Network ◽

Real Time ◽

Matrix Inversion ◽

Time Varying ◽

Zhang Neural Network

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