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

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

Chaouki Aouiti, Mohammed Salah M'hamdi, Jinde Cao and Ahmed Alsaedi
Neural processing letters, Vol.45(2), pp.615-648
01/04/2017
DOI: https://doi.org/10.1007/s11063-016-9546-6

Abstract

Computer Science Computer Science, Artificial Intelligence Science & Technology Technology
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.

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