Mixed analog/digital chaotic neuro-computer prototype: 400-neuron dynamical associative memory

Yoshihiko Horio, Takahide Okuno, Koji Mori

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

We construct the dynamical associative memory on the switched-capacitor (SC) 400-neuron chaotic neuro-computer prototype. We observe a variety of associative dynamics from the prototype. The chaotic behavior of the dynamical association comes from complexity in real number. The analog SC chaotic neurons used in the system can handle real numbers through their continuous variables, therefore, they would faithfully reproduce the chaotic behavior. In construct, digital computers cannot handle almost all real numbers. In this respect, we analyze the measured results from the hardware system in comparison with those from computer simulations. In the computer simulation, we take into account characteristics of the analog circuit and noise.

本文言語English
ホスト出版物のタイトル2004 IEEE International Joint Conference on Neural Networks - Proceedings
ページ1717-1722
ページ数6
DOI
出版ステータスPublished - 2004 12 1
外部発表はい
イベント2004 IEEE International Joint Conference on Neural Networks - Proceedings - Budapest, Hungary
継続期間: 2004 7 252004 7 29

出版物シリーズ

名前IEEE International Conference on Neural Networks - Conference Proceedings
3
ISSN(印刷版)1098-7576

Other

Other2004 IEEE International Joint Conference on Neural Networks - Proceedings
国/地域Hungary
CityBudapest
Period04/7/2504/7/29

ASJC Scopus subject areas

  • ソフトウェア

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