|Global Dissipativity Analysis for Memristor-Based Uncertain Neural Networks with Time Delay in the Leakage Term
Jian Liu and Rui Xu*
International Journal of Control, Automation, and Systems, vol. 15, no. 5, pp.2406-2415, 2017
Abstract : "This paper is concerned with the problem of global dissipativity analysis for a class of memristor-based
uncertain neural networks with leakage delay and state-dependent switched memductance functions. By combining
differential inclusions with set-valued maps and constructing a proper Lyapunov-Krasovskii functional, delaydependent
criteria in terms of linear matrix inequalities are obtained for the global dissipativity of the memristive
uncertain neural networks. Finally, a numerical example is given to illustrate the feasibility of the theoretical results."
Keyword : Differential inclusions, golbal dissipativity, leakage delay, memristor-based neural networks, uncertain.