Global Exponential Stability of FCNNs with Bounded Uncertain Delays

In this paper, fuzzy cellular neural networks with bounded uncertain delays are investigated. By constructing Lyapunov functional method, applying inequality technique and the homeomorphism theory, we derive some new sufficient conditions to guarantee existence, uniqueness of the equilibrium point and its global exponential stability for fuzzy cellular neural networks. The results of this paper are new and they complement previously known results.

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