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Odor Information Representation Using the Temporal Dimension : Concentration-Invariance and Speed-Accuracy Trade-off.

Research Project

Project/Area Number 21500294
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Bioinformatics/Life informatics
Research InstitutionTohoku Gakuin University (2011)
Tohoku University (2009-2010)

Principal Investigator

MAKINO Yoshinari  東北学院大学, 教養学部・情報科学科, 准教授 (90250844)

Research Collaborator YANO Masafumi  東北大学, 電気通信研究所, 客員教授 (80119635)
ITO Takehiro  東北大学, 大学院・工学研究科, 修士学生
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2011: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords脳・神経 / 脳型情報処理 / 情報表現 / 時間コーディング
Research Abstract

Animals have an excellent ability to perceive various odors robustly, even when the environment is dynamically and unpredictably changing. Here, we proposed a computational model in which the concentration-invariant odor information is represented by the spatiotemporal activity of network. The represented odor information is easily evaluated and stored by another network model for the higher olfactory center. In our model, transforming the input spatial pattern inlo the invariant spatiotemporal order is essential for representing the odor information and output patterns of the Proposed networks are consistent with those of the biological ones.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (22 results)

All 2012 2011 2010 2009

All Journal Article (12 results) (of which Peer Reviewed: 8 results) Presentation (10 results)

  • [Journal Article] ふるさとの香り2012

    • Author(s)
      牧野悌也
    • Journal Title

      AROMA RESEARCH

      Volume: Vol.13 Pages: 67-67

    • Related Report
      2011 Final Research Report
  • [Journal Article] 神経活動の時間順序を評価するネットワークモデルの自己組織化2012

    • Author(s)
      牧野悌也, 矢野雅文
    • Journal Title

      サイバースペースと仮想都市研究会

      Pages: 81-86

    • Related Report
      2011 Final Research Report
  • [Journal Article] 適応的な歩行運動のシミュレーション2011

    • Author(s)
      矢野雅文, 冨田望, 牧野悌也
    • Journal Title

      BRAIN and NERVE

      Volume: 62巻 Pages: 1173-1181

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A computational model of the hippocampus that represents environmental structure and goal location. and guides movement2011

    • Author(s)
      Matsumoto J, Makino Y, Miura H, Yano M
    • Journal Title

      Biological Cybernetics

      Volume: vol.105 Pages: 139-152

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] A computational model of the hippocampus that represents environmental structure and goal location, and guides movement2011

    • Author(s)
      J Matsumoto, Y Makino, H Miura, M Yano
    • Journal Title

      Biological Cybernetics

      Volume: 105 Issue: 2 Pages: 139-152

    • DOI

      10.1007/s00422-011-0454-6

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Investigating the Underlying Intelligence Mechanisms of the Biological Olfactory System2010

    • Author(s)
      Makino Y, and Yano_M
    • Journal Title

      Advances in Artificial Intelligence

    • NAID

      120003728259

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Investigating the Underlying Intelligence Mechanisms of the Biological Olfactory System2010

    • Author(s)
      牧野悌也, 矢野雅文
    • Journal Title

      Advances in Artificial Intelligence 2010

    • NAID

      120003728259

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 関節の動きやすさのリアルタイム最適化は大域的最適な腕運動を生成するか?2009

    • Author(s)
      吉原佑器, 牧野悌也, 冨田望, 矢野雅文
    • Journal Title

      計測自動制御学会論文集

      Volume: 45巻 Pages: 570-579

    • NAID

      10026207238

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 時空間表現された匂い情報の記憶と想起の神経モデル2009

    • Author(s)
      伊藤岳大, 牧野悌也, 矢野雅文
    • Journal Title

      日本神経回路学会第19回全国大会講演論文集

    • Related Report
      2011 Final Research Report 2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rules for self-organization of a model olfactory network that evaluates a temporal sequence of neural activity2009

    • Author(s)
      Makino Y, Yano M.
    • Journal Title

      Nenrosci Research

      Volume: vol.65

    • Related Report
      2011 Final Research Report
  • [Journal Article] 関節の動きやすさのリアルタイム最適化は大域的最適な腕運動を生成するか?2009

    • Author(s)
      吉原佑器, 牧野悌也, 冨田望, 矢野雅文
    • Journal Title

      計測自動制御学会論文集 45

      Pages: 570-579

    • NAID

      10026207238

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rules for self-organization of a model olfactory network that evaluates a temporal sequence of neural activity2009

    • Author(s)
      牧野悌也, 矢野雅文
    • Journal Title

      Neurosci Res 65

    • Related Report
      2009 Annual Research Report
  • [Presentation] 神経活動の日寺問順序を評価するネットワークモデルの自己組織化2012

    • Author(s)
      牧野悌也, 矢野雅文
    • Organizer
      第10回香りと生体情報研究会
    • Place of Presentation
      宮城大崎市
    • Year and Date
      2012-06-08
    • Related Report
      2011 Final Research Report
  • [Presentation] 時空間的活動パターンを川いた匂い情報表現ネットワークモデル2012

    • Author(s)
      牧野悌也
    • Organizer
      第9回香りと生体情報研究会
    • Place of Presentation
      東京,駒場
    • Year and Date
      2012-03-02
    • Related Report
      2011 Final Research Report
  • [Presentation] 時空間的活動パターンを用いた匂い情報表現ネットワークモデル2012

    • Author(s)
      牧野悌也
    • Organizer
      第9回香りと生体情報研究会
    • Place of Presentation
      東京,駒場
    • Year and Date
      2012-03-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] 曲率円べース形態表現のための神経回路網モデル2011

    • Author(s)
      伊藤岳大, 川上進, 牧野悌也, 矢野雅文, 羽生貴弘
    • Organizer
      電子情報通信学会,第24回多値論理とその応川研究会
    • Place of Presentation
      仙台
    • Year and Date
      2011-01-09
    • Related Report
      2011 Final Research Report
  • [Presentation] 曲率円ベース形態表現のための神経回路網モデル2011

    • Author(s)
      伊藤岳大, 川上進, 牧野悌也, 矢野雅文, 羽生貴弘
    • Organizer
      電子情報通信学会, 第24回多値論理とその応用研究会
    • Place of Presentation
      仙台
    • Year and Date
      2011-01-09
    • Related Report
      2010 Annual Research Report
  • [Presentation] 嗅覚認知機能を発現する情報表現アルゴリズムの神経回路モデルによる実装2010

    • Author(s)
      牧野悌也
    • Organizer
      第29回日本シミュレーション学会大会
    • Place of Presentation
      米沢
    • Year and Date
      2010-06-19
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] 予測不可能な環境における随意運動適応過程の心理物理実験2010

    • Author(s)
      冨田望, 酒井宏忠, 牧野悌也, 矢野雅文
    • Organizer
      移動知シンポジウム
    • Place of Presentation
      松島
    • Year and Date
      2010-03-03
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] 神経活動の時空間ダイナミクスによる嗅覚情報処理2009

    • Author(s)
      牧野悌也
    • Organizer
      ブレインウエア研究会
    • Place of Presentation
      仙台
    • Year and Date
      2009-11-30
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] 時空間表現された匂い情報の記憶と想起の神経モデル2009

    • Author(s)
      伊藤岳大, 牧野悌也, 矢野雅文
    • Organizer
      日本神経回路学会
    • Place of Presentation
      仙台
    • Year and Date
      2009-09-25
    • Related Report
      2011 Final Research Report 2009 Annual Research Report
  • [Presentation] 神経活動の時間順序を評価する嗅覚ネットワークモデルの自己組織化ルール2009

    • Author(s)
      牧野悌也, 矢野雅文
    • Organizer
      日本神経科学会大会
    • Place of Presentation
      名古屋
    • Year and Date
      2009-09-17
    • Related Report
      2011 Final Research Report 2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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