Applications of high-dimensional chaotic dynamics to complex computational systems

Yoshihiko Horio, Hiroyasu Ando, Kazuyuki Aihara

研究成果: Conference contribution

抄録

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.

本文言語English
ホスト出版物のタイトルInternational Conference on Applications in Nonlinear Dynamics, ICAND 2010
ページ260-272
ページ数13
DOI
出版ステータスPublished - 2011 5 16
外部発表はい
イベントInternational Conference on Applications in Nonlinear Dynamics, ICAND 2010 - Lake Louise, AB, Canada
継続期間: 2010 9 212010 9 24

出版物シリーズ

名前AIP Conference Proceedings
1339
ISSN(印刷版)0094-243X
ISSN(電子版)1551-7616

Other

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

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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