Solving the time-varying tensor square root equation by varying-parameters finite-time Zhang neural network

Neurocomputing ◽

10.1016/j.neucom.2021.03.011 ◽

2021 ◽

Vol 445 ◽

pp. 309-325

Author(s):

Changxin Mo ◽

Dimitrios Gerontitis ◽

Predrag S. Stanimirović

Keyword(s):

Neural Network ◽

Finite Time ◽

Time Varying ◽

Square Root ◽

Varying Parameters ◽

Zhang 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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Two finite-time convergent Zhang neural network models for time-varying complex matrix Drazin inverse

Linear Algebra and its Applications ◽

10.1016/j.laa.2017.03.014 ◽

2018 ◽

Vol 542 ◽

pp. 101-117 ◽

Author(s):

Sanzheng Qiao ◽

Xue-Zhong Wang ◽

Yimin Wei

Keyword(s):

Neural Network ◽

Finite Time ◽

Network Models ◽

Drazin Inverse ◽

Time Varying ◽

Complex Matrix ◽

Neural Network Models ◽

Zhang Neural Network

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Accelerating a recurrent neural network to finite-time convergence using a new design formula and its application to time-varying matrix square root

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2017.06.012 ◽

2017 ◽

Vol 354 (13) ◽

pp. 5667-5677 ◽

Author(s):

Lin Xiao

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Finite Time ◽

Time Varying ◽

Square Root ◽

Design Formula ◽

Finite Time Convergence ◽

Matrix Square Root

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A finite-time convergent Zhang neural network and its application to real-time matrix square root finding

Neural Computing and Applications ◽

10.1007/s00521-017-3010-z ◽

2017 ◽

Vol 31 (S2) ◽

pp. 793-800 ◽

Author(s):

Lin Xiao

Keyword(s):

Neural Network ◽

Real Time ◽

Finite Time ◽

Square Root ◽

Root Finding ◽

Matrix Square Root ◽

Zhang Neural Network

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A new finite-time varying-parameter convergent-differential neural-network for solving nonlinear and nonconvex optimization problems

Neurocomputing ◽

10.1016/j.neucom.2018.07.005 ◽

2018 ◽

Vol 319 ◽

pp. 74-83 ◽

Author(s):

Zhijun Zhang ◽

Lunan Zheng ◽

Lingao Li ◽

Xiaoyan Deng ◽

Lin Xiao ◽

...

Keyword(s):

Neural Network ◽

Nonconvex Optimization ◽

Finite Time ◽

Optimization Problems ◽

Time Varying ◽

Nonconvex Optimization Problems ◽

Time Varying Parameter

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Finite Time Stability of Cohen-Grossberg Neural Network with Time-Varying Delays

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

10.1007/978-3-642-01507-6_60 ◽

2009 ◽

pp. 522-531 ◽

Author(s):

Dingguo Jiang

Keyword(s):

Neural Network ◽

Finite Time ◽

Time Varying ◽

Time Stability ◽

Finite Time Stability

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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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A Finite-Time Recurrent Neural Network for Computing Quadratic Minimization with Time-Varying Coefficients

Chinese Journal of Electronics ◽

10.1049/cje.2019.01.009 ◽

2019 ◽

Vol 28 (2) ◽

pp. 253-258 ◽

Author(s):

Lin XIAO ◽

Rongbo LU

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Finite Time ◽

Time Varying ◽

Quadratic Minimization ◽

Varying Coefficients ◽

Time Varying Coefficients

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Design and Analysis of New Zeroing Neural Network Models With Improved Finite-Time Convergence for Time-Varying Reciprocal of Complex Matrix

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2019.2941750 ◽

2020 ◽

Vol 16 (6) ◽

pp. 3838-3848 ◽

Author(s):

Zhen Jian ◽

Lin Xiao ◽

Jianhua Dai ◽

Zhuo Tang ◽

Chubo Liu

Keyword(s):

Neural Network ◽

Finite Time ◽

Network Models ◽

Time Varying ◽

Complex Matrix ◽

Neural Network Models ◽

Finite Time Convergence

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