Qianhong Zhang, Jingzhong Liu, Yuanfu Shao, "Analysis of Stability for Impulsive Stochastic Fuzzy Cohen-Grossberg Neural Networks with Mixed Delays," WSEAS Transactions on Circuits and Systems, vol. 12, pp. -, 2013, DOI:
Qianhong Zhang, Jingzhong Liu, Yuanfu Shao. Analysis of Stability for Impulsive Stochastic Fuzzy Cohen-Grossberg Neural Networks with Mixed Delays.
WSEAS Transactions on Circuits and Systems. 2013;12:-.
WSEAS Transactions on Circuits and Systems
Print ISSN: 1109-2734, E-ISSN: 2224-266X
Volume 12, 2013
Analysis of Stability for Impulsive Stochastic Fuzzy Cohen-Grossberg Neural Networks with Mixed Delays
Authors: , ,
Abstract: In this paper, the problem of stability analysis for a class of impulsive stochastic fuzzy Cohen-Grossberg neural networks with mixed delays is considered. Based on M-matrix theory and stochastic analysis technique, a sufficient condition is obtained to ensure the existence, uniqueness, and global exponential stability in mean square means of the equilibrium point for the addressed impulsive stochastic fuzzy Cohen-Grossberg neural network with mixed delays. Moreover an illustrative example is given to demonstrate the effectiveness of the results obtained.
Keywords:
Fuzzy Cohen-Grossberg neural networks, Global mean square exponential stability, Mixed delays, Impulses, Ito differential formula
Pages: - WSEAS Transactions on Circuits and Systems, ISSN / E-ISSN: 1109-2734 / 2224-266X, Volume 12, 2013DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
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