Impulsive hybrid discrete-time Hopfield neural networks with delays and multistability analysis

Eva Kaslik; Seenith Sivasundaram

doi:10.1016/j.neunet.2010.12.008

Impulsive hybrid discrete-time Hopfield neural networks with delays and multistability analysis

Neural Netw. 2011 May;24(4):370-7. doi: 10.1016/j.neunet.2010.12.008. Epub 2011 Jan 11.

Authors

Eva Kaslik¹, Seenith Sivasundaram

Affiliation

¹ Institute eAustria Timisoara, Bd. V. Parvan nr. 4, room 045B, 300223, Timisoara, Romania.

PMID: 21277164
DOI: 10.1016/j.neunet.2010.12.008

Abstract

In this paper we investigate multistability of discrete-time Hopfield-type neural networks with distributed delays and impulses, by using Lyapunov functionals, stability theory and control by impulses. Example and simulation results are given to illustrate the effectiveness of the results.

Publication types

Research Support, Non-U.S. Gov't

MeSH terms

Animals
Humans
Models, Neurological*
Nerve Net*
Neurons / physiology
Nonlinear Dynamics*
Time Factors