Finite-time synchronization of uncertain coupled switched neural networks under asynchronous switching

This paper deals with the finite-time synchronization problem for a class of uncertain coupled switched neural networks under asynchronous switching. By constructing appropriate Lyapunov-like functionals and using the average dwell time technique, some sufficient criteria are derived to guarantee th...

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Veröffentlicht in:Neural networks 2017-01, Vol.85, p.128-139
Hauptverfasser: Wu, Yuanyuan, Cao, Jinde, Li, Qingbo, Alsaedi, Ahmed, Alsaadi, Fuad E.
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Sprache:eng
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Zusammenfassung:This paper deals with the finite-time synchronization problem for a class of uncertain coupled switched neural networks under asynchronous switching. By constructing appropriate Lyapunov-like functionals and using the average dwell time technique, some sufficient criteria are derived to guarantee the finite-time synchronization of considered uncertain coupled switched neural networks. Meanwhile, the asynchronous switching feedback controller is designed to finite-time synchronize the concerned networks. Finally, two numerical examples are introduced to show the validity of the main results.
ISSN:0893-6080
1879-2782
DOI:10.1016/j.neunet.2016.10.007