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- Nonuniform behavior and stability of Hopfield neural networks with delayPublication . Bento, António; Oliveira, José J.; Silva, César M.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.