Applications of high-dimensional chaotic dynamics to complex computational systems

Yoshihiko Horio, Hiroyasu Ando, Kazuyuki Aihara

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Novel computational systems different in principle from the von Neumann-type digital computers have long been investigated. As one of possible candidates for such novel computational systems, we outline a paradigm for a computation through a complex system in this paper. In particular, we address a complex computational system that utilizes high-dimensional analog physical chaotic dynamics suggested by the interactions between conscious and subconscious processes in the brain. Applications of the proposed system to combinatorial optimization are also given. In addition, we exploit many fixed points embedded in chaotic attractors with density of real-number, and fractal structures of the high-dimensional chaotic systems, in order to realize dynamical analog memories with a large memory capacity.

Original languageEnglish
Title of host publicationInternational Conference on Applications in Nonlinear Dynamics, ICAND 2010
Pages260-272
Number of pages13
DOIs
Publication statusPublished - 2011 May 16
Externally publishedYes
EventInternational Conference on Applications in Nonlinear Dynamics, ICAND 2010 - Lake Louise, AB, Canada
Duration: 2010 Sep 212010 Sep 24

Publication series

NameAIP Conference Proceedings
Volume1339
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Other

OtherInternational Conference on Applications in Nonlinear Dynamics, ICAND 2010
CountryCanada
CityLake Louise, AB
Period10/9/2110/9/24

Keywords

  • Chaos

ASJC Scopus subject areas

  • Physics and Astronomy(all)

Fingerprint Dive into the research topics of 'Applications of high-dimensional chaotic dynamics to complex computational systems'. Together they form a unique fingerprint.

Cite this