Passivity Analysis of Impulsive Neural Networks with Time Delays and Markovian Jump Parameters

摘要

This paper studies the robust stability and passivity of delayed impulsive neural networks with polytopic type uncertainties and Markovian jumping parameters. Based on Lyapunov stability theory and a descriptor system approach, some sufficient conditions inform of linear matrix inequalities are derived. An illustrated numerical example is provided to demonstrate the effectiveness of the proposed theoretical results.