UM
Existence and stability of periodic solution in impulsive Hopfield neural networks with finite distributed delays
Yang X.2; Liao X.2; Evans D.J.3; Tang Y.2
2005-08-01
Source PublicationPhysics Letters, Section A: General, Atomic and Solid State Physics
ISSN03759601
Volume343Issue:1-3Pages:108-116
AbstractIn this Letter, we introduce a class of Hopfield neural networks with periodic impulses and finite distributed delays. We then derive a sufficient condition for the existence and global exponential stability of a unique periodic solution of the networks, which assumes neither the differentiability nor the monotonicity of the activation functions. Our condition extends and generalizes a known condition for the global exponential periodicity of continuous Hopfield neural networks with finite distributed delays. © 2005 Elsevier B.V. All rights reserved.
KeywordFinite distributed delay Global exponential periodicity Hopfield neural network Impulsive neural network
DOI10.1016/j.physleta.2005.06.008
URLView the original
Language英語
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Cited Times [WOS]:47   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Affiliation1.Hong Kong Baptist University
2.Chongqing University
3.Loughborough University
Recommended Citation
GB/T 7714
Yang X.,Liao X.,Evans D.J.,et al. Existence and stability of periodic solution in impulsive Hopfield neural networks with finite distributed delays[J]. Physics Letters, Section A: General, Atomic and Solid State Physics,2005,343(1-3):108-116.
APA Yang X.,Liao X.,Evans D.J.,&Tang Y..(2005).Existence and stability of periodic solution in impulsive Hopfield neural networks with finite distributed delays.Physics Letters, Section A: General, Atomic and Solid State Physics,343(1-3),108-116.
MLA Yang X.,et al."Existence and stability of periodic solution in impulsive Hopfield neural networks with finite distributed delays".Physics Letters, Section A: General, Atomic and Solid State Physics 343.1-3(2005):108-116.
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