Passivity of memristive BAM neural networks with leakage and additive time-varying delays
Weiping Wang, Meiqi Wang, Xiong Luo, Lixiang Li, Wenbing Zhao, Linlin Liu, Yuan Ping · Modern Physics Letters B · 2018
This paper investigates the passivity of memristive bidirectional associate memory neural networks (MBAMNNs) with leakage and additive time-varying delays. Based on some useful inequalities and appropriate Lyapunov–Krasovskii functionals (LKFs), several delay-dependent conditions for passivity performance are obtained in linear matrix inequalities (LMIs). Moreover, the leakage delays as well as additive delays are considered separately. Finally, numerical simulations are provided to demonstrate the feasibility of the theoretical results.