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A Study of Chaos Neural Network with a Periodic Hysteresis Function

Research Project

Project/Area Number 07650076
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Engineering fundamentals
Research InstitutionNagaoka University of Tecchnology, Faculty of Engineering

Principal Investigator

NAKAGAWA Masahiro  Nagaoka Univ. of Tech, Dept. of Faculty, Professor, 工学部, 助教授 (60155687)

Project Period (FY) 1995 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 1996: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1995: ¥1,100,000 (Direct Cost: ¥1,100,000)
KeywordsChaos / Neural Network / Hysteresis / 履歴特性
Research Abstract

In this work, we shall explore the fundamental properties of an optical chaos neuron with ferroelectric liquid crystals. In practice, utilising the hysteretic activation function, examining the relation between hysteretic characteristics and chaotic behavior, then we shall argue the rolw of chaos on the retrieval capability in an autoassociation model.

Report

(3 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • Research Products

    (9 results)

All Other

All Publications (9 results)

  • [Publications] Masahiro Nakagawa: "A Chaos Synergetic Neural Network." Journal of Physical Society of Japan. 64. 3112-3119 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Masahiro Nakagawa: "A Parameter Controlled Chaos Neural Network" Journal of Physical Society of Japan. 65. 1859-1867 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Masahiro Nakagawa: ""A Chaos Syhergetic Neural Network"" Journal of Physical Society of Japan. Vol.64. 3112-3119 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Masahiro Nakagawa: ""A Parameter Controlled Chaos Neural Network"" Journal of Physical Society of Japan. Vol.65. 1859-1867 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Masahiro Nakagawa: "A Chaos Synengetic Neural Network" Journal of Physical Society of Japan. 64. 3112-3119 (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] Masahiro Nakagawa: "A Parameter Controlled Chaos Neural Network" Journal of Physical Society of Japan. 65. 1859-1867 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] T.Tanaka M.Nakagawa: "A Chaos Association Model with a Time-Dependent Periodic Activation Function" Proc. of ICONIP′96(Hong Kong). (掲載予定). (1996)

    • Related Report
      1995 Annual Research Report
  • [Publications] 田中剛,中川匡弘: "カオスニューラルネットによる想起モデルに関する研究" 日本神経回路学会第6回全国大会講演論文集. 1. 121-122 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] M.Nakagawa: "A Parameter Controlled Chaos Neural Network" Journal of Physical Society of Japan. 65(in press). (1996)

    • Related Report
      1995 Annual Research Report

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Published: 1995-04-01   Modified: 2016-04-21  

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