Novel conditions on exponential stability of a class of delayed neural networks with state-dependent switching.
Where this comes from
- Record sourced from PubMed, PMID 26298648.
- Also identified by DOI 10.1016/j.neunet.2015.07.016.
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Abstract
This paper is concerned with the global exponential stability on a class of delayed neural networks with state-dependent switching. Under the novel conditions, some sufficient criteria ensuring exponential stability of the proposed system are obtained. In particular, the obtained conditions complement and improve earlier publications on conventional neural networks with continuous or discontinuous right-hand side. Numerical simulations are also presented to illustrate the effectiveness of the obtained results.
Medical subject headings
- Neural Networks, Computer