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Stability analysis for neutral-type impulsive neural networks with delays. (English) Zbl 1424.34246

In this paper, the authors obtain sufficient conditions for global asymptotic stability and global exponential stability of a generalized neutral-type impulsive neural networks with delays by using linear matrix inequality (LMI) approach and the Lyapunov functional method. A simulation example is provided to demonstrate the usefulness of the main results.

MSC:

34K20 Stability theory of functional-differential equations
34K40 Neutral functional-differential equations
34K45 Functional-differential equations with impulses
92B20 Neural networks for/in biological studies, artificial life and related topics

Software:

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