Passivity and Synchronization of Coupled Reaction-Diffusion Complex-Valued Memristive Neural Networks

作者：

Highlights：

• The concept of passivity for CRDCVMNNs is firstly presented by extending the traditional definition.

• A novel passivity criterion for CRDCVMNNs with state coupling is established.

• The synchronization of CRDCVMNNs with state coupling is also been investigated.

• Several conditions are derived for achieving passivity and synchronization of CRDCVMNNs with spatial diffusion coupling.

摘要

•The concept of passivity for CRDCVMNNs is firstly presented by extending the traditional definition.•A novel passivity criterion for CRDCVMNNs with state coupling is established.•The synchronization of CRDCVMNNs with state coupling is also been investigated.•Several conditions are derived for achieving passivity and synchronization of CRDCVMNNs with spatial diffusion coupling.

论文关键词：State coupling,Spatial diffusion coupling,Memristive neural networks,Synchronization,Passivity

论文评审过程：Received 29 May 2019, Revised 5 March 2020, Accepted 22 March 2020, Available online 13 April 2020, Version of Record 13 April 2020.

论文官网地址：https://doi.org/10.1016/j.amc.2020.125271