Residential College | false |
Status | 已發表Published |
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 Publication | PHYSICS LETTERS A |
ISSN | 0375-9601 |
Volume | 343Issue:1-3Pages:108-116 |
Abstract | In 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. |
Keyword | Finite Distributed Delay Global Exponential Periodicity Hopfield Neural Network Impulsive Neural Network |
DOI | 10.1016/j.physleta.2005.06.008 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Physics |
WOS Subject | Physics, Multidisciplinary |
WOS ID | WOS:000230586700016 |
Scopus ID | 2-s2.0-21744433519 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | University of Macau |
Affiliation | 1.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 A, 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 A, 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 A 343.1-3(2005):108-116. |
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