Novel Delay-Dependent Exponential Stability Analysis for a Class of Delayed Neural Networks

This paper deals with the problem of exponential stability for a class of delayed neural networks described by nonlinear delay differential equations of neutral type. A less conservative exponential stability condition is derived based on a new Lyapunov-Krasovskii functional in term of linear matrix inequalities. A numerical example is given to illustrate the effectiveness of the proposed methods.

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