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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.

 
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