Passivity Analysis of Impulsive Neural Networks with Time Delays and Markovian Jump Parameters
Xiaomei Zhang, Yufan Zheng, Yanbo Gao, Xun Li · 2008
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 in form of linear matrix inequalities are derived. An illustrated numerical example is provided to demonstrate the effectiveness of the proposed theoretical results.