Mixed H∞/Passive Exponential Synchronization for Delayed Memristive Neural Networks with Switching Event-Triggered Control

This paper is devoted to event-triggered synchronization of delayed memristive neural networks with H∞ and passivity performance. The aim is to guarantee the exponential synchronization and mixed H∞ and passivity control for memristive neural networks by using event-triggered control. Firstly, a switching system is constructed under the event-triggered control strategy. Then, by adopting a piece-wise Lyapunov functional, a sufficient condition is established for the exponential synchronization and mixed H∞ and passivity performance. Moreover, an event-triggered controller design scheme is proposed using matrix decoupling method. Finally, the effectiveness of the designed controller is exemplified by a numerical example.