Geodesic
Stability analysis for neutral-type impulsive neural networks with delays
Kybernetika, Tome 53 (2017) no. 3, pp. 513-529

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By using linear matrix inequality (LMI) approach and Lyapunov functional method, we obtain some new sufficient conditions ensuring global asymptotic stability and global exponential stability of a generalized neutral-type impulsive neural networks with delays. A simulation example is provided to demonstrate the usefulness of the main results obtained. The main contribution in this paper is that a new neutral-type impulsive neural networks with variable delays is studied by constructing a novel Lyapunov functional and LMI approach.
DOI : 10.14736/kyb-2017-3-0513
Classification : 34G20, 35B40
Keywords: neutral-type; neural networks; Lyapunov functional method; stability 
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Du, Bo; Liu, Yurong; Cao, Dan. Stability analysis for neutral-type impulsive neural networks with delays. Kybernetika, Tome 53 (2017) no. 3, pp. 513-529. doi: 10.14736/kyb-2017-3-0513

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