Dynamic associative memory using chaotic neural networks

Y. Fukuhara, Y. Takefuji

研究成果: Conference contribution

抄録

In this paper, we propose a multi-module chaotic associative memory (MCAM) that uses chaotic neural networks. In this method, the chaotic associative memories are connected to each other. If MCAM can not obtain enough information of a target, MCAM shows a behavior that looks like human "perplexity" where MCAM succeeds in one-to-many associations. And when MCAM obtains enough information to recognize a target, MCAM converges to a stable state. Although the structure of MCAM is simple, MCAM realizes one-to-many association by using chaotic dynamics.

本文言語English
ホスト出版物のタイトルProceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999
編集者Marcello M. Veiga, John A. Meech, Michael H. Smith, Steven R. LeClair
出版社Institute of Electrical and Electronics Engineers Inc.
ページ743-748
ページ数6
ISBN(電子版)0780354893, 9780780354890
DOI
出版ステータスPublished - 1999
外部発表はい
イベント2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999 - Honolulu, United States
継続期間: 1999 7月 101999 7月 15

出版物シリーズ

名前Proceedings of the 2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999
2

Other

Other2nd International Conference on Intelligent Processing and Manufacturing of Materials, IPMM 1999
国/地域United States
CityHonolulu
Period99/7/1099/7/15

ASJC Scopus subject areas

  • 産業および生産工学
  • 材料科学(その他)

フィンガープリント

「Dynamic associative memory using chaotic neural networks」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル