Delay-dependent exponential stability for discrete-time BAM neural networks with time-varying delays
type: Item
instance of: scholarly article
title: Delay-dependent exponential stability for discrete-time BAM neural networks with time-varying delays
zbMATH Open document ID: 1160.39304
DOI: 10.1155/2008/421614
author: Yonggang Chen
author: Weiping Bi
author: Yuanyuan Wu
published in: Discrete Dynamics in Nature and Society
publication date: 2009-04-01T00:00:00Z
full work available at URL: https://eudml.org/doc/129844
review text: Summary: The authors consider the delay-dependent exponential stability for discrete-time BAM neural networks with time-varying delays. By constructing the new Lyapunov functional, the improved delay-dependent exponential stability criterion is derived in terms of linear matrix inequality. Moreover, in order to reduce the conservativeness, some slack matrices are introduced in this paper. Two numerical examples are presented to show the effectiveness and less conservativeness of the proposed method.
Mathematics Subject Classification ID: 39A11
Mathematics Subject Classification ID: 39A12
Mathematics Subject Classification ID: 92B20
Mathematics Subject Classification ID: 15A45
zbMATH DE Number: 5538680
zbMATH Keywords: exponential stability
zbMATH Keywords: discrete-time BAM neural networks
zbMATH Keywords: time-varying delays
zbMATH Keywords: Lyapunov functional
zbMATH Keywords: linear matrix inequality
zbMATH Keywords: numerical examples
MaRDI profile type: Publication
OpenAlex ID: W2152975819
Wikidata QID: Q58644491
cites work: Q3785313
cites work: Exponential stability of delayed bi-directional associative memory networks
cites work: Existence and stability of periodic solution for BAM neural networks with distributed delays
cites work: LMI-based approach for delay-dependent exponential stability analysis of BAM neural networks
cites work: Global stability of periodic solution for bidirectional associative memory neural networks with varying-time delay
cites work: A novel criterion for global asymptotic stability of BAM neural networks with time delays
cites work: LMI-based criteria for global robust stability of bidirectional associative memory networks with time delay
cites work: Global exponential stability of impulsive high-order bam neural networks with time-varying delays
cites work: Novel global robust exponential stability criterion for uncertain BAM neural networks with time-varying delays
cites work: On exponential stability of bidirectional associative memory neural networks with time-varying delays
cites work: Global exponential stability analysis of bidirectional associative memory neural networks with time-varying delays
cites work: Global stability of a class of discrete-time recurrent neural networks
cites work: Exponential stability of continuous-time and discrete-time cellular neural networks with delays
cites work: Sufficient and necessary conditions for global exponential stability of discrete-time recurrent neural networks
cites work: Global exponential stability for discrete-time neural networks with variable delays
cites work: Exponential stability of continuous-time and discrete-time bidirectional associative memory networks with delays
cites work: Discrete-time bidirectional associative memory neural networks with variable delays
cites work: Discrete-time BAM neural networks with variable delays
cites work: Global robust exponential stability of discrete-time interval BAM neural networks with time-varying delays
cites work: Exponential stability of uncertain stochastic neural networks with mixed time-delays
cites work: Robust stability for stochastic Hopfield neural networks with time delays
cites work: On global asymptotic stability of neural networks with discrete and distributed delays
description: scientific article; zbMATH DE number 5538680