Convergence of a Finite-Time Zhang Neural Network for Moore–Penrose Matrix Inversion

Advances in Intelligent Systems and Computing - Proceedings of International Conference on Intelligent Computing, Information and Control Systems ◽

10.1007/978-981-15-8443-5_68 ◽

2021 ◽

pp. 797-808

Author(s):

G. Sowmya ◽

P. Thangavel

Keyword(s):

Neural Network ◽

Finite Time ◽

Matrix Inversion ◽

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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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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Three-step general discrete-time Zhang neural network design and application to time-variant matrix inversion

Neurocomputing ◽

10.1016/j.neucom.2018.03.053 ◽

2018 ◽

Vol 306 ◽

pp. 108-118 ◽

Author(s):

Chaowei Hu ◽

Xiangui Kang ◽

Yunong Zhang

Keyword(s):

Neural Network ◽

Network Design ◽

Discrete Time ◽

Matrix Inversion ◽

Zhang Neural Network ◽

Design And Application

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From Zhang Neural Network to Newton Iteration for Matrix Inversion

IEEE Transactions on Circuits and Systems I Regular Papers ◽

10.1109/tcsi.2008.2007065 ◽

2009 ◽

Vol 56 (7) ◽

pp. 1405-1415 ◽

Author(s):

Yunong Zhang ◽

Weimu Ma ◽

Binghuang Cai

Keyword(s):

Neural Network ◽

Newton Iteration ◽

Matrix Inversion ◽

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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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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Design and Analysis of a Novel Finite-Time Convergent and Noise-Tolerant Recurrent Neural Network for Time-Variant Matrix Inversion

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2018.2853598 ◽

2020 ◽

Vol 50 (11) ◽

pp. 4362-4376 ◽

Author(s):

Weibing Li

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Finite Time ◽

Matrix Inversion ◽

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Novel Discrete-Time Zhang Neural Network for Time-Varying Matrix Inversion

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2017.2656941 ◽

2017 ◽

Vol 47 (8) ◽

pp. 2301-2310 ◽

Author(s):

Dongsheng Guo ◽

Zhuoyun Nie ◽

Laicheng Yan

Keyword(s):

Neural Network ◽

Discrete Time ◽

Matrix Inversion ◽

Time Varying ◽

Zhang Neural Network

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More than Newton iterations generalized from Zhang neural network for constant matrix inversion aided with line-search algorithm

IEEE ICCA 2010 ◽

10.1109/icca.2010.5524442 ◽

2010 ◽

Author(s):

Yunong Zhang ◽

Dongsheng Guo ◽

Chenfu Yi ◽

Lingfeng Li ◽

Zhende Ke

Keyword(s):

Neural Network ◽

Line Search ◽

Search Algorithm ◽

Matrix Inversion ◽

Constant Matrix ◽

Newton Iterations ◽

Zhang Neural Network ◽

Line Search Algorithm

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Zhang neural network without using time-derivative information for constant and time-varying matrix inversion

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) ◽

10.1109/ijcnn.2008.4633780 ◽

2008 ◽

Author(s):

Yunong Zhang ◽

Zenghai Chen ◽

Ke Chen ◽

Binghuang Cai

Keyword(s):

Neural Network ◽

Time Derivative ◽

Matrix Inversion ◽

Time Varying ◽

Zhang Neural Network ◽

Derivative Information

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