Literature DB >> 12803961

New conditions on global stability of Cohen-Grossberg neural networks.

Wenlian Lu1, Tianping Chen.   

Abstract

In this letter, we discuss the dynamics of the Cohen-Grossberg neural networks. We provide a new and relaxed set of sufficient conditions for the Cohen-Grossberg networks to be absolutely stable and exponentially stable globally. We also provide an estimate of the rate of convergence.

Mesh:

Year:  2003        PMID: 12803961     DOI: 10.1162/089976603765202703

Source DB:  PubMed          Journal:  Neural Comput        ISSN: 0899-7667            Impact factor:   2.026


  2 in total

1.  Finite-time synchronization of coupled neural networks via discontinuous controllers.

Authors:  Jun Shen; Jinde Cao
Journal:  Cogn Neurodyn       Date:  2011-07-08       Impact factor: 5.082

2.  Before and beyond the Wilson-Cowan equations.

Authors:  Carson C Chow; Yahya Karimipanah
Journal:  J Neurophysiol       Date:  2020-03-18       Impact factor: 2.714

  2 in total

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