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Neural Processing Letters
Erschienen in: Neural Processing Letters 2/2017

20.08.2016

Piecewise Pseudo Almost Periodic Solution for Impulsive Generalised High-Order Hopfield Neural Networks with Leakage Delays

verfasst von: Chaouki Aouiti, Mohammed Salah M’hamdi, Jinde Cao, Ahmed Alsaedi

Erschienen in: Neural Processing Letters | Ausgabe 2/2017

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Abstract

Existence of piecewise differentiable pseudo almost-periodic solutions for a class of impulsive high-order Hopfield neural networks with leakage delays are established by employing the fixed point theorem, differential inequality and Lyapunov functionals. The results of this paper are new and they supplement previously known works. Numerical example with graphical illustration is given to illuminate our main results.
Vorheriger Artikel Stability and Hopf Bifurcation of Time Fractional Cohen–Grossberg Neural Networks with Diffusion and Time Delays in Leakage Terms
Nächster Artikel Multi-view Discriminant Dictionary Learning via Learning View-specific and Shared Structured Dictionaries for Image Classification

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Metadaten
Titel
Piecewise Pseudo Almost Periodic Solution for Impulsive Generalised High-Order Hopfield Neural Networks with Leakage Delays
verfasst von
Chaouki Aouiti
Mohammed Salah M’hamdi
Jinde Cao
Ahmed Alsaedi
Publikationsdatum
20.08.2016
Verlag
Springer US
Erschienen in
Neural Processing Letters / Ausgabe 2/2017
Print ISSN: 1370-4621
Elektronische ISSN: 1573-773X
DOI
https://doi.org/10.1007/s11063-016-9546-6

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