Generating chaos by an Elman network

Citation
X. Li et al., Generating chaos by an Elman network, IEEE CIRC-I, 48(9), 2001, pp. 1126-1131
Citations number
15
Language
INGLESE
art.tipo
Article
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS
ISSN journal
1057-7122 → ACNP
Volume
48
Issue
9
Year of publication
2001
Pages
1126 - 1131
Database
ISI
SICI code
1057-7122(200109)48:9<1126:GCBAEN>2.0.ZU;2-G
Abstract
A new nonlinear neuron-activation function is introduced into the framework of an Elman network, thereby enabling the neural network to generate chaos . Basic analysis of its fixed point stability and parameter selection crite rion for chaos generation is given, and is verified via simulation studies.