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Stability analysis for periodic solutions of fuzzy shunting inhibitory CNNs with delays
oleh: Ardak Kashkynbayev, Jinde Cao, Zhaksybek Damiyev
Format: | Article |
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Diterbitkan: | SpringerOpen 2019-09-01 |
Deskripsi
Abstract We consider fuzzy shunting inhibitory cellular neural networks (FSICNNs) with time-varying coefficients and constant delays. By virtue of continuation theorem of coincidence degree theory and Cauchy–Schwartz inequality, we prove the existence of periodic solutions for FSICNNs. Furthermore, by employing a suitable Lyapunov functional we establish sufficient criteria which ensure global exponential stability of the periodic solutions. Numerical simulations that support the theoretical discussions are depicted.