Necessary and sufficient conditions for one-dimensional discrete-time autonomous binary cellular neural networks to be stable

Tetsuo Nishi, Norikazu Takahashi, Hajime Hara

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

We give the necessary and sufficient conditions for a one-dimensional discrete-time autonomous binary cellular neural networks to be stable in the case of fixed boundary. The results are complete generalization of our previous one [16] in which the symmetrical connections were assumed. The conditions are compared with some stability conditions so far known.

Original languageEnglish
Pages (from-to)3693-3698
Number of pages6
JournalIEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
VolumeE89-A
Issue number12
DOIs
Publication statusPublished - Dec 2006
Externally publishedYes

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Cellular neural networks
Cellular Networks
Stability Condition
Discrete-time
Neural Networks
Binary
Necessary Conditions
Sufficient Conditions
Generalization

Keywords

  • 1-D DBCNN
  • CNN
  • Stability
  • Unsymmetric connection

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Hardware and Architecture
  • Information Systems

Cite this

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