MATLAB Simulation and Comparison of Zhang Neural Network and Gradient Neural Network for Online Solution of Linear Time-Varying Matrix Equation AXB − C = 0

2008 ◽  
pp. 68-75 ◽  
Author(s):  
Ke Chen ◽  
Shuai Yue ◽  
Yunong Zhang
Keyword(s):  
Neural Network ◽  
Matrix Equation ◽  
Linear Time ◽  
Time Varying ◽  
Matlab Simulation ◽  
Zhang Neural Network ◽  
Gradient Neural Network

scholarly journals Zeroing neural network model for solving a generalized linear time-varying matrix equation

2021 ◽  
Vol 7 (2) ◽  
pp. 2266-2280
Author(s):  
Huamin Zhang ◽  
◽  
Hongcai Yin ◽  
Keyword(s):  
Neural Network ◽  
Matrix Equation ◽  
Noise Suppression ◽  
Linear Time ◽  
Network Models ◽  
Activation Function ◽  
Linear Matrix ◽  
Time Varying ◽  
Neural Network Models ◽  
Suppression Strategy

<abstract><p>The time-varying solution of a class generalized linear matrix equation with the transpose of an unknown matrix is discussed. The computation model is constructed and asymptotic convergence proof is given by using the zeroing neural network method. Using an activation function, the predefined-time convergence property and noise suppression strategy are discussed. Numerical examples are offered to illustrate the efficacy of the suggested zeroing neural network models.</p></abstract>

Sign in / Sign up

Export Citation Format

Share Document