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Implementation of neural network function to neuron-type conducting polymer and its characteristics

Research Project

Project/Area Number 22560298
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Electronic materials/Electric materials
Research InstitutionEhime University

Principal Investigator

FUJII Masaharu  愛媛大学, 大学院・理工学研究科, 教授 (00127911)

Co-Investigator(Renkei-kenkyūsha) IHORI Haruo  愛媛大学, 大学院・理工学研究科, 准教授 (70249861)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords導電性高分子 / ニューロン型導電性高分子 / ニューラルネットワーク / シナプス構造 / 有機半導体デバイス / シナプス機能 / 有機半導体 / 電子デバイス / 電気電子材料 / 有機導体
Research Abstract

The conducting polymers with neuron-like pattern have been polymerized and can be connected to make a network. The neuron like device or neural network device can be fabricated if three functions are added to the network of conducting polymer: I. Multilayer, II. Non-linear V-I characteristics(threshold function)), III. Weight (i.e. conductivity) control by using signals that pass in the paths of the network. In this research, the methods to add three functions have been investigated. AND and OR logical circuits have set up by a single neuron-like conducting polymer. Furthermore AND logical circuit of multilayer network has been built up by the error correcting learning method.. Synapse-type conducting polymer has been estimated as a synapse-function device using diffusion method and cross potential method. Dopant as Neurotransmitter has been injected and transmitted by diffusion and migration during a gap as synaptic cleft.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (29 results)

All 2013 2012 2011 2010 Other

All Journal Article (2 results) (of which Peer Reviewed: 1 results) Presentation (27 results)

  • [Journal Article] Transmitter function of synapse-structure system using conducting polymer2013

    • Author(s)
      Masaharu Fujii, Yuka Machiya and Haruo Ihori
    • Journal Title

      Journal of Physics

      Volume: 358 Pages: 012005-012005

    • DOI

      10.1088/1742-6596/358/1/012005

    • Related Report
      2012 Annual Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Transmitter function of synapse-structure system using conducting polymer2012

    • Author(s)
      Masaharu Fujii, Yuka Machiya and Haruo Ihori
    • Journal Title

      Journal of Physics

      Volume: vol.358

    • Related Report
      2012 Final Research Report
  • [Presentation] PVA 上に作成したシナプス型導電性高分子のドーパントの移動について2013

    • Author(s)
      藤井 雅治, 町屋 侑佳, 板本 成弘, 全 現九, 井堀 春生
    • Organizer
      平成 25 年電気学会全国大会
    • Place of Presentation
      名古屋
    • Related Report
      2012 Final Research Report
  • [Presentation] PVA上に作成したシナプス型導電性高分子のドーパントの移動について2013

    • Author(s)
      藤井 雅治, 町屋 侑佳, 板本 成弘, 全 現九, 井堀 春生
    • Organizer
      平成25年電気学会全国大会
    • Place of Presentation
      名古屋
    • Related Report
      2012 Annual Research Report
  • [Presentation] ニューロン型導電性高分子ネットワークのArduino を用いた重みの制御2012

    • Author(s)
      佐々木 慶太, 藤井 雅治, 井堀 春生, 全 現九
    • Organizer
      平成 24 年度電気関係学会四国支部連合大会
    • Place of Presentation
      高松
    • Year and Date
      2012-09-29
    • Related Report
      2012 Final Research Report
  • [Presentation] PVA 上のシナプス型導電性高分子を用いた学習効果と非線形特性2012

    • Author(s)
      町屋 侑佳, 板本 成弘, 藤井 雅治, 井堀 春生, 全 現九
    • Organizer
      平成 24 年度電気関係学会四国支部連合大会
    • Place of Presentation
      高松
    • Year and Date
      2012-09-29
    • Related Report
      2012 Final Research Report
  • [Presentation] 共役系高分子を用いたシナプス機能の実現2012

    • Author(s)
      町屋 侑佳, 酒井 利幸, 藤井 雅治, 井堀春生
    • Organizer
      平成 24 年電気学会全国大会
    • Place of Presentation
      広島
    • Year and Date
      2012-03-21
    • Related Report
      2012 Final Research Report
  • [Presentation] 共役系高分子を用いたシナプス機能の実現2012

    • Author(s)
      町屋侑佳, 酒井利幸, 藤井雅治, 井堀春生
    • Organizer
      平成24年電気学会全国大会
    • Place of Presentation
      広島
    • Year and Date
      2012-03-21
    • Related Report
      2011 Annual Research Report
  • [Presentation] Nonlinear effect for conducting polymer network with synapse structure2012

    • Author(s)
      Y. Machiya, M. Fujii, H. Ihori ,and H.- G. Jeon
    • Organizer
      The 10th International Conference on Nano-Molecular Electronics
    • Place of Presentation
      淡路島
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Properties of synaptic-structured conjugated polymer for neural network system2012

    • Author(s)
      Yuka Machiya, Masaharu Fujii, Haruo Ihori, H.- G. Jeon
    • Organizer
      International Union of Materials Reseach Societies- International Conference on Electronic Materials 2012
    • Place of Presentation
      横浜
    • Related Report
      2012 Final Research Report
  • [Presentation] BASIC FUNCTIONS OF NEURAL NETWORK USING SYNAPSE-STRUCTURED CONDUCTING POLYMER FILM2012

    • Author(s)
      M. Fujii, Y. Machiya, T. Sakai, and H. Ihori
    • Organizer
      International Conference on Science and Technology of Synthetic Metals 2012
    • Place of Presentation
      アトランタ 米国
    • Related Report
      2012 Final Research Report
  • [Presentation] Properties of synaptic-structured conjugated polymer for neural network system2012

    • Author(s)
      Y. Machiya, M. Fujii, H. Ihori ,and H.- G. Jeon
    • Organizer
      International Union of Materials Reseach Societies - International Conference on Electronic Materials 2012
    • Place of Presentation
      横浜
    • Related Report
      2012 Annual Research Report
  • [Presentation] BASIC FUNCTIONS OF NEURAL NETWORK USING SYNAPSE-STRUCTURED CONDUCTING POLYMER FILM2012

    • Author(s)
      M. Fujii, Y. Machiya, T. Sakai, and H. Ihori
    • Organizer
      International Conference on Science and Technoology of Synthetic Metals
    • Place of Presentation
      アメリカ
    • Related Report
      2012 Annual Research Report
  • [Presentation] 導電性高分子を用いた興奮、抑制シナプスの実現2011

    • Author(s)
      町屋 侑佳, 藤井 雅治, 井堀 春生
    • Organizer
      電気関係学会四国支部連合大会
    • Place of Presentation
      阿南
    • Year and Date
      2011-09-23
    • Related Report
      2012 Final Research Report 2011 Annual Research Report
  • [Presentation] 導電性高分子における異常電流の検出とそのモデル2011

    • Author(s)
      伊藤 圭佑, 藤井 雅治, 井堀 春生
    • Organizer
      電気関係学会四国支部連合大会
    • Place of Presentation
      阿南
    • Year and Date
      2011-09-23
    • Related Report
      2012 Final Research Report 2011 Annual Research Report
  • [Presentation] ポリアニリンナノファイバーを用いた複合導電性高分子における重み付け操作2011

    • Author(s)
      酒井利幸,藤井雅治,井堀春生
    • Organizer
      電気学会全国大会
    • Place of Presentation
      大阪
    • Year and Date
      2011-03-18
    • Related Report
      2012 Final Research Report
  • [Presentation] ポリアニリンナノファイバーを用いた複合導電性高分子における重み付け操作2011

    • Author(s)
      酒井利幸, 藤井雅治, 井堀春生
    • Organizer
      電気学会全国大会
    • Place of Presentation
      大阪(大阪大学)
    • Year and Date
      2011-03-18
    • Related Report
      2010 Annual Research Report
  • [Presentation] Function of Synapse System using Conjugated Conducting Polymer2011

    • Author(s)
      Masaharu Fujii, Yuka Machiya, Haruo Ihori
    • Organizer
      India-Japan Workshop on Biomolecular Electronics & Organic Nanotechnology for Environment Preservation
    • Place of Presentation
      Himeji, Japan
    • Related Report
      2012 Final Research Report 2011 Annual Research Report
  • [Presentation] Synapse functions of organic device using conjugated conducting polymer2010

    • Author(s)
      M.Fujii, Y.Machiya, T.Sakai, H.Ihori
    • Organizer
      9th International Conference on Nano-Molecular Electronics
    • Place of Presentation
      神戸
    • Year and Date
      2010-12-16
    • Related Report
      2012 Final Research Report 2010 Annual Research Report
  • [Presentation] ニューロン型導電性高分子を用いたニューラルネットワーク素子の開発 -AND回路とOR回路2010

    • Author(s)
      藤井雅治, 井堀春生
    • Organizer
      電気関係学会四国支部連合大会
    • Place of Presentation
      松山(愛媛大学)
    • Year and Date
      2010-09-25
    • Related Report
      2012 Final Research Report
  • [Presentation] ポリアニリンナノファインバーを用いた複合導電性高分子におけるメモリ効果の付加2010

    • Author(s)
      酒井利幸, 藤井雅治, 井堀春生, 西尾真 則
    • Organizer
      電気関係学会四国支部連合大会
    • Place of Presentation
      松山(愛媛大学)
    • Year and Date
      2010-09-25
    • Related Report
      2012 Final Research Report 2010 Annual Research Report
  • [Presentation] 導電性高分子を用いたシナプス機能の実現方法2010

    • Author(s)
      町家侑佳, 酒井利幸, 藤井雅治, 井堀春 生
    • Organizer
      電気関係学会四国支部連合大会
    • Place of Presentation
      松山(愛媛大学)
    • Year and Date
      2010-09-25
    • Related Report
      2012 Final Research Report 2010 Annual Research Report
  • [Presentation] ニューロン型導電性高分子を用いたニューラルネットワーク素子の開発-AND回路とOR回路2010

    • Author(s)
      藤井雅治, 井堀春生
    • Organizer
      電気関係学会四国支部連合大会
    • Place of Presentation
      松山(愛媛大学)
    • Year and Date
      2010-09-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] 導電性高分子を用いたニューラルネットワーク機能の実現2010

    • Author(s)
      町屋侑佳,,安田昌司,井堀春生,藤井雅治
    • Organizer
      電気学会基礎γ材料γ共通部門大会
    • Place of Presentation
      沖縄(琉球大学)
    • Year and Date
      2010-09-14
    • Related Report
      2012 Final Research Report
  • [Presentation] 導電性高分子を用いたニューラルネットワーク機能の実現2010

    • Author(s)
      町屋侑佳, 安田昌司, 井堀春生, 藤井雅治
    • Organizer
      電気学会基礎・材料・共通部門大会
    • Place of Presentation
      沖縄(琉球大学)
    • Year and Date
      2010-09-14
    • Related Report
      2010 Annual Research Report
  • [Presentation] Fundamental Properties of Conducting Polymer Network Device2010

    • Author(s)
      M.Fujii, S.Yasuda, T.Yano and H.Ihori
    • Organizer
      International Conference on Science and Technology of Synthetic Metals
    • Place of Presentation
      京都
    • Year and Date
      2010-07-06
    • Related Report
      2012 Final Research Report
  • [Presentation] Fundamental Properties of Conducting Polymer Network Device2010

    • Author(s)
      M.Fujii, S.Yasuda, T.Yano, H.Ihori
    • Organizer
      International Conference on Science and Technology of Synthetic Metals 2010
    • Place of Presentation
      京都
    • Year and Date
      2010-07-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] ニューロン型導電性高分子ネットワークのArduinoを用いた重みの制御

    • Author(s)
      佐々木 慶太, 藤井 雅治, 井堀 春生, 全 現九
    • Organizer
      平成24年度電気関係学会四国支部連合大会
    • Place of Presentation
      高松
    • Related Report
      2012 Annual Research Report
  • [Presentation] PVA 上のシナプス型導電性高分子を用いた学習効果と非線形特性

    • Author(s)
      町屋 侑佳, 板本 成弘, 藤井 雅治, 井堀 春生, 全 現九
    • Organizer
      平成24年度電気関係学会四国支部連合大会
    • Place of Presentation
      高松
    • Related Report
      2012 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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