Global robust stability of bidirectional associative memory neural networks


Senan S. , Arik S. , Tavsanoglu V.

18th European Conference on Circuit Theory Design, Sevilla, Spain, 26 - 30 August 2007, pp.803-804 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/ecctd.2007.4529718
  • City: Sevilla
  • Country: Spain
  • Page Numbers: pp.803-804

Abstract

This paper presents a sufficient condition for the existence, uniqueness and global robust asymptotic stability of the equilibrium point for bidirectional associative memory (BAM) neural networks with discrete time delays. Some numerical examples are given to compare our results with the previous robust stability results derived in the literature.