Joint influence of leakage delays and proportional delays on almost periodic solutions for FCNNs. (English) Zbl 1429.34046
Summary: This paper deals with fuzzy cellular neural networks (FCNNs) with leakage delays and proportional delays. Applying the differential inequality strategy, fixed point theorem and almost periodic function principle, some sufficient criteria which ensure the existence and global attractivity of a unique almost periodic solution for fuzzy cellular neural networks with leakage delays and proportional delays are derived. Computer simulations are carried out to illustrate our theoretical
findings. Our results are new and complement some previous published ones.
MSC:
| 34C27 | Almost and pseudo-almost periodic solutions to ordinary differential equations |
| 34K14 | Almost and pseudo-almost periodic solutions to functional-differential equations |
| 34K25 | Asymptotic theory of functional-differential equations |
| 92B20 | Neural networks for/in biological studies, artificial life and related topics |
| 34K20 | Stability theory of functional-differential equations |
| 34K36 | Fuzzy functional-differential equations |
Keywords:
fuzzy cellular neural networks; almost periodic solution; exponential stability; leakage delay; time-varying delay; proportional delayReferences:
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