Finite-time stabilization for delayed quaternion-valued coupled neural networks with saturated impulse

作者：

Highlights：

• This is the first time to investigate the finite-time stabilization (FTS) of delayed quaternion- valued coupled neural networks (DQVCNNs) with saturated impulse.

• New FTS conditions of DQVCNNs with saturated impulse are respectively derived by polytopic representation and sector nonlinearity model approach.

• The settling-time is related to both impulse and initial state.

摘要

•This is the first time to investigate the finite-time stabilization (FTS) of delayed quaternion- valued coupled neural networks (DQVCNNs) with saturated impulse.•New FTS conditions of DQVCNNs with saturated impulse are respectively derived by polytopic representation and sector nonlinearity model approach.•The settling-time is related to both impulse and initial state.

论文关键词：Quaternion-valued,Coupled neural networks,Impulsive,Saturation

论文评审过程：Received 7 January 2022, Revised 1 March 2022, Accepted 7 March 2022, Available online 23 March 2022, Version of Record 23 March 2022.

论文官网地址：https://doi.org/10.1016/j.amc.2022.127083