Stochastic synchronization of neutral-type neural networks with multidelays based on \(M\)-matrix
type: Item
instance of: scholarly article
title: Stochastic synchronization of neutral-type neural networks with multidelays based on \(M\)-matrix
zbMATH Open document ID: 1418.93255
DOI: 10.1155/2015/826810
author: Xianqiang Yang
published in: Discrete Dynamics in Nature and Society
publication date: 2019-02-19T00:00:00Z
review text: Summary: The problem of stochastic synchronization of neutral-type neural networks with multidelays based on \(M\)-matrix is researched. Firstly, we designed a control law of stochastic synchronization of the neural-type and multiple time-delays neural network. Secondly, by making use of Lyapunov functional and \(M\)-matrix method, we obtained a criterion under which the drive and response neutral-type multiple time-delays neural networks with stochastic disturbance and Markovian switching are stochastic synchronization. The synchronization condition is expressed as linear matrix inequality which can be easily solved by MATLAB. Finally, we introduced a numerical example to illustrate the effectiveness of the method and result obtained in this paper.
Mathematics Subject Classification ID: 93E03
Mathematics Subject Classification ID: 34K20
zbMATH DE Number: 7025509
Wikidata QID: Q59105481
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2015/826810
OpenAlex ID: W1588296967
cites work: On stability of a class of neutral type functional differential equations
cites work: Stability analysis of neutral type systems in Hilbert space
cites work: \(H_{\infty }\) filtering for singular systems with communication delays
cites work: Exponential stability of delayed recurrent neural networks with Markovian jumping parameters
cites work: Robust stability of stochastic delayed additive neural networks with Markovian switching
cites work: LMI optimization approach on stability for delayed neural networks of neutral-type
cites work: Adaptive synchronization in an array of chaotic neural networks with mixed delays and jumping stochastically hybrid coupling
cites work: Output feedback for a class of linear systems with stochastic jump parameters
cites work: Quantized \(H _{\infty }\) filtering for singular time-varying delay systems with unreliable communication channel
cites work: Improved result on stability analysis of discrete stochastic neural networks with time delay
cites work: Output feedback stabilization for Markov-based nonuniformly sampled-data networked control systems
cites work: Stability analysis of networked control systems with round-robin scheduling and packet dropouts
cites work: Robust stability for stochastic Hopfield neural networks with time delays
cites work: Stochastic Differential Equations with Markovian Switching
cites work: Global synchronization for a class of Markovian switching complex networks with mixed time-varying delays in the delay-partition approach
description: scientific article; zbMATH DE number 7025509