Event-triggered synchronization of coupled memristive neural networks

作者：

Highlights：

• This is the first time to investigate the event-triggered synchronization of coupled memristive neural networks.

• By constructing novel Lyapunov functionals, serval criteria are got to synchronize coupled memristive neural networks under a novel event-triggered control scheme which can reduce the frequency of information interchange between the sensors and controllers.

• The trigger threshold relies on the system state error at the last trigger time, which makes triggering conditions simpler than published results.

摘要

•This is the first time to investigate the event-triggered synchronization of coupled memristive neural networks.•By constructing novel Lyapunov functionals, serval criteria are got to synchronize coupled memristive neural networks under a novel event-triggered control scheme which can reduce the frequency of information interchange between the sensors and controllers.•The trigger threshold relies on the system state error at the last trigger time, which makes triggering conditions simpler than published results.

论文关键词：Event-triggered control,Coupled memristive neural networks,Synchronization

论文评审过程：Received 10 May 2021, Revised 5 September 2021, Accepted 29 September 2021, Available online 19 October 2021, Version of Record 19 October 2021.

论文官网地址：https://doi.org/10.1016/j.amc.2021.126715