journal article
oaidoi:10.1016/j.cam.2003.11.014

Existence and stability of equilibria of the continuous-time Hopfield neural network

Authors
Publication date
1 August 2004
Publisher
Elsevier B.V.
Doi

    Abstract

    AbstractThe qualitative properties of the continuous-time Hopfield neural network are investigated. By using the Cauchy existence theorem of ordinary differential equations, a set of new and simple sufficient conditions guaranteeing the existence and uniqueness of equilibrium is derived. Furthermore, global and asymptotical stability conditions are established by means of Lyapunov method

    Similar works

    Full text

    thumbnail-image

    Elsevier - Publisher Connector

    redirect
    oaidoi:10.1016/j.cam.2003.11.014
    Last time updated on 04/05/2017

    This paper was published in Elsevier - Publisher Connector .

    Having an issue?

    Is data on this page outdated, violates copyrights or anything else? Report the problem now and we will take corresponding actions after reviewing your request.