Exponential synchronization of memristive neural networks with inertial and nonlinear coupling terms: Pinning impulsive control approaches

作者：

Highlights：

• The model of MNNs with nonlinear coupling and inertial terms is introduced. More economical synchronization criteria are derived.

• Two completely different novel hybrid mode-dependent pinning impulse control approaches are proposed.

• The pinning impulsive effects can be distinct in both impulsive instants and vertex. The first control scheme is adaptive.

摘要

•The model of MNNs with nonlinear coupling and inertial terms is introduced. More economical synchronization criteria are derived.•Two completely different novel hybrid mode-dependent pinning impulse control approaches are proposed.•The pinning impulsive effects can be distinct in both impulsive instants and vertex. The first control scheme is adaptive.

论文关键词：Nonlinear coupling,Inertial,Memristor,Synchronization,Hybrid pinning impulsive

论文评审过程：Received 8 September 2020, Revised 29 December 2020, Accepted 6 March 2021, Available online 17 March 2021, Version of Record 17 March 2021.

论文官网地址：https://doi.org/10.1016/j.amc.2021.126169