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We discuss some delayed dynamical systems, investigating their stability and convergence in a critical case. To ensure the stability, the coefficients of the dynamical system must satisfy some inequalities. In most existing literatures, the restrictions on the coefficients are strict inequalities. The tough question is what will happen in the case (critical case) the strict inequalities are replaced by nonstrict inequalities (i.e., "<" is replaced by "⩽"). The purpose of the paper is to discuss this critical case and give an affirmative answer in the case that the activation functions are hyperbolic tangent
Published in:
Neural Networks, IEEE Transactions on
(Volume:12
,
Issue:
6
)
Date of Publication: Nov 2001
- Page(s):
- 1532 - 1536
- ISSN :
- 1045-9227
- INSPEC Accession Number:
- 7143370
- Digital Object Identifier :
- 10.1109/72.963793
- Product Type:
- Journals & Magazines
- Date of Current Version :
- 06 August 2002
- Issue Date :
- Nov 2001
- Sponsored by :
- IEEE Computational Intelligence Society
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