TY - JOUR
T1 - Passivity of memristive BAM neural networks with leakage and additive time-varying delays
AU - Wang, Weiping
AU - Wang, Meiqi
AU - Luo, Xiong
AU - Li, Lixiang
AU - Zhao, Wenbing
AU - Liu, Linlin
AU - Ping, Yuan
PY - 2018/2/10
Y1 - 2018/2/10
N2 - 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.
AB - 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.
KW - Memristive BAM neural networks
KW - additive delay
KW - leakage delay
KW - passivity
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U2 - 10.1142/S0217984918500410
DO - 10.1142/S0217984918500410
M3 - Article
SN - 0217-9849
VL - 32
JO - Modern Physics Letters B
JF - Modern Physics Letters B
IS - 4
M1 - 1850041
ER -