Stability of discrete hopfield networks with delay in serial mode

Runnian Ma*, Youmin Xi, Hangshan Gao

*Corresponding author for this work

Research output: Chapter in Book or Report/Conference proceedingChapterpeer-review

4 Citations (Scopus)

Abstract

Discrete Hopfield neural networks with delay are extension of discrete Hopfield neural networks. The stability of the networks is known to be bases of successful applications of the networks. The stability of discrete Hopfield neural networks with delay is mainly investigated in serial mode. Several new sufficient conditions for the networks with delay converging towards a stable state are obtained. The obtained results here generalize the existing results on stability of both discrete Hopfield neural networks without delay and with delay in serial mode.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
EditorsFuliang Yin, Chengan Guo, Jun Wang
PublisherSpringer Verlag
Pages126-131
Number of pages6
ISBN (Print)3540228411, 9783540228417
DOIs
Publication statusPublished - 2004
Externally publishedYes

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume3173
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

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