Nonuniform behavior and stability of Hopfield neural networks with delay

Based on a new abstract result on the behavior of nonautonomous delayed equations, we obtain a stability result for the solutions of a general discrete nonautonomous Hopfield neural network model with delay. As an application we improve some existing results on the stability of Hopfield models.

Bibliographic Details
Main Author: Bento, António J. G (author)
Other Authors: Oliveira, José J. (author), Silva, César M. (author)
Format: article
Language:eng
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/1822/46288
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/46288
Description
Summary:Based on a new abstract result on the behavior of nonautonomous delayed equations, we obtain a stability result for the solutions of a general discrete nonautonomous Hopfield neural network model with delay. As an application we improve some existing results on the stability of Hopfield models.