New sufficient condition of Discrete-time systems of neural networks

Abstract

<b>Problem statement:</b> In this study, we derive a new sufficient condition for asymptotic&#13; stability of the zero solution of delay-differential system of neural networks in terms of certain matrix&#13; inequalities by using a discrete analog of the new Lyapunov second method.&#13; <b>Conclusion/Recommendations:</b> The problem is solved by applying a novel Lyapunov functional and&#13; an improved delay-dependent stability criterion is obtained in terms of a linear matrix inequality