Chaotification of discrete-time systems using neurons

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Detail(s)

Original languageEnglish
Pages (from-to)1405-1411
Journal / PublicationInternational Journal of Bifurcation and Chaos in Applied Sciences and Engineering
Volume14
Issue number4
Publication statusPublished - Apr 2004

Link(s)

DOI

DOI
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Link to Scopus https://www.scopus.com/record/display.uri?eid=2-s2.0-13844299002&origin=recordpage
Permanent Link https://scholars.cityu.edu.hk/en/publications/publication(c2f749db-5a86-4f45-99a6-a0ec76bf8309).html

Abstract

In this paper, a neuron is introduced for chaotifying nonchaotic discrete-time systems with arbitrary dimensions. By modeling the neuron with a hyperbolic tangent activation function, a scalar feedback signal expressed in a linear combination of the neuron outputs is used. Chaos can then be generated from the controlled discrete-time system. The existence of chaos is verified by both theoretical proof and computer simulations.

Research Area(s)

  • Chaotification, Discrete-time system, Neuron

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Publication fingerprints text

100
Discrete-time Syste... Keyphrases
100
Chaotification Keyphrases
100
Discrete Time Syste... Computer Science
100
neurons INIS
50
chaos theory INIS
33
Scalar Keyphrases
33
Nonchaotic Keyphrases
33
Linear Combination Keyphrases
33
Feedback Device Keyphrases
33
Arbitrary Dimension Keyphrases
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Citation Format(s)

[ RIS ] [ BibTeX ]
Chaotification of discrete-time systems using neurons. / Kwok, H. S.; Tang, Wallace K.S.
In: International Journal of Bifurcation and Chaos in Applied Sciences and Engineering, Vol. 14, No. 4, 04.2004, p. 1405-1411.

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review