Piecewise Pseudo Almost Periodic Solutions of Generalized Neutral-Type Neural Networks with Impulses and Delays

作者:Fanchao Kong, Zhiguo Luo, Xiaoping Wang

摘要

This paper is concerned with the generalized neutral-type neural networks with impulses and delays. By applying the contraction mapping principle and generalized Gronwall–Bellman’s inequality, we employ a novel argument to establish new results on the existence, uniqueness and exponential stability of piecewise pseudo almost periodic solutions. Some corresponding results in the literature can be enriched and extended. Moreover, a numerical example is given to illustrate the effectiveness of our results.

论文关键词:Neutral-type neural networks, Contraction mapping principle, Gronwall–Bellman’s inequality, Exponential stability, Impulses, Delays

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论文官网地址:https://doi.org/10.1007/s11063-017-9758-4