Existence and uniform stability analysis of fractional-order complex-valued neural networks with time delays.
basic_science · Level V
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- Record sourced from PubMed, PMID 25532158.
- Also identified by DOI 10.1109/TNNLS.2014.2311099.
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Abstract
This paper deals with the problem of existence and uniform stability analysis of fractional-order complex-valued neural networks with constant time delays. Complex-valued recurrent neural networks is an extension of real-valued recurrent neural networks that includes complex-valued states, connection weights, or activation functions. This paper explains sufficient condition for the existence and uniform stability analysis of such networks. Three numerical simulations are delineated to substantiate the effectiveness of the theoretical results.
Medical subject headings
- Models, Theoretical
- Neural Networks, Computer