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Zbl 1138.35414
Huang, Tingwen
Exponential stability of delayed fuzzy cellular neural networks with diffusion.
(English)
[J] Chaos Solitons Fractals 31, No. 3, 658-664 (2007). ISSN 0960-0779

Summary: The exponential stability of delayed fuzzy cellular neural networks (FCNN) with diffusion is investigated. Exponential stability, significant for applications of neural networks, is obtained under conditions that are easily verified by a new approach. Earlier results on the exponential stability of FCNN with time-dependent delay, which is a special case of the model studied in this paper, are improved without using the time-varying term condition d$\tau (t)/$d$t < \mu$.
MSC 2000:
*35R10 Difference-partial differential equations
35B35 Stability of solutions of PDE
68U10 Image processing
94A08 Image processing

Keywords: fuzzy cellular neural networks; diffusion effect; exponential stability

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