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This paper presents a new kind of recurrent neural network proposed by Zhang et al. for solving online Lyapunov equation with time-varying coefficient ...
Computer-simulation results substantiate the theoretical analysis and demonstrate the efficacy of such a Zhang neural network (ZNN) on time-varying Lyapunov ...
Abstract. This paper presents a new kind of recurrent neural network proposed by Zhang et al. for solving online Lyapunov equation with time-varying ...
This paper presents a new kind of recurrent neural network proposed by Zhang et al. for solving online Lyapunov equation with time-varying coefficient ...
In comparison with gradient-based neural networks (GNN), the resultant Zhang neural networks (ZNN) perform much better on solving these time-varying problems.
Simulation results substantiate the theoretical analysis of Zhang neural network and gradient neural network for solving linear time-varying equations, ...
This paperinvestigates the MATLAB simulation of Zhang neural networks (ZNN)for real-time solution of linear time-varying matrix equation<em>AXB</em>- <em>C</em> ...
This paper investigates the MATLAB simulation of Zhang neural networks (ZNN) for real-time solution of linear time-varying matrix equation AXB − C = 0. Gradient ...
Computer simulation results further demonstrate the superior performance of the ZNN model in solving the time-varying linear matrix equation compared with the ...