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Stability Analysis and Synchronization for a Class of Fractional-Order Neural Networks.
- Source :
- Entropy; 2016, Vol. 18 Issue 2, p55, 13p
- Publication Year :
- 2016
-
Abstract
- Stability of a class of fractional-order neural networks (FONNs) is analyzed in this paper. First, two sufficient conditions for convergence of the solution for such systems are obtained by utilizing Gronwall-Bellman lemma and Laplace transform technique. Then, according to the fractional-order Lyapunov second method and linear feedback control, the synchronization problem between two fractional-order chaotic neural networks is investigated. Finally, several numerical examples are presented to justify the feasibility of the proposed methods. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 10994300
- Volume :
- 18
- Issue :
- 2
- Database :
- Complementary Index
- Journal :
- Entropy
- Publication Type :
- Academic Journal
- Accession number :
- 113300326
- Full Text :
- https://doi.org/10.3390/e18020055