I. V. Boykov, “Stability of Hopfield neural networks with delay”, University proceedings. Volga region. Physical and mathematical sciences, 2012, Issue 2,Pages <nobr>85

This article is cited in 1 paper

Mathematics

Stability of Hopfield neural networks with delay

I. V. Boykov

Penza State University, Penza

Abstract: The author investigates Lyapunov asymptotic stability of Hopfield neural networks with time lag, described by systems of nonlinear normal differential equations. The article considers Hopfield neural networks with time lags and discontinuous activation functions.

Keywords: Hopfield neural networks, asymptotic stability, Lyapunov stability.

UDC: 518.5