Synchronization of Complex-valued Inertial Neural Networks with Time-varying Delay
Jin Zhang, Yun Q. Shi, Yanbo Gao · 2022 41st Chinese Control Conference (CCC) · 2022
This paper addresses the problem of synchronization for delayed complex-valued inertial neural networks. By designing a new Lyapunov-Krasovskii functional (LKF) containing a triple integral term, applying the complex-valued Jensen's inequality, Wirtinger-based inequality, reciprocally convex combination method and linear matrix inequality (LMI) technique to estimate the derivative of the LKF, the delay-dependent synchronization criterion in terms of LMIs are newly obtained. Finally, a numerical example is given to illustrate the effectiveness of the proposed scheme.