Global Stability of Complex-Valued Neural Networks on Time Scales

Abstract In this paper, activation dynamics of complex-valued neural networks are studied on general time scales. Besides presenting conditions guaranteeing the existence of a unique equilibrium pattern, its global exponential stability is discussed. Some numerical examples for different time scales...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Bohner, Martin [verfasserIn]

Sree Hari Rao, V.

Sanyal, Suman

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2011

Schlagwörter:

Time scales

Complex-valued neural networks

-globally exponentially stable

Anmerkung:

© Foundation for Scientific Research and Technological Innovation 2011

Übergeordnetes Werk:

Enthalten in: Differential equations and dynamical systems - New Delhi : Springer India, 2008, 19(2011), 1-2 vom: Jan., Seite 3-11

Übergeordnetes Werk:

volume:19 ; year:2011 ; number:1-2 ; month:01 ; pages:3-11

Links:

Volltext

DOI / URN:

10.1007/s12591-010-0076-9

Katalog-ID:

SPR026190133

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