• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Simulation and experimental analysis of information rate in the retina

Research Project

Project/Area Number 25330340
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Life / Health / Medical informatics
Research InstitutionAichi Prefectural University

Principal Investigator

KAMIYAMA Yoshimi  愛知県立大学, 情報科学部, 教授 (70233963)

Research Collaborator KUNIEDA Mei  愛知県立大学, 大学院情報科学研究科, 大学院生
SAITO Naomi  愛知県立大学, 大学院情報科学研究科, 大学院生
KAMISAKA Syuhei  愛知県立大学, 大学院情報科学研究科, 大学院生
KUNISADA Hiroaki  愛知県立大学, 大学院情報科学研究科, 大学院生
KANAISHI Ayana  愛知県立大学, 大学院情報科学研究科, 大学院生
Project Period (FY) 2013-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords網膜 / 視細胞モザイク / 網膜神経節細胞 / 神経スパイク / 数理モデル / 錐体モザイク / 錐体 / 桿体 / 水平細胞 / スパイク発火 / ニューロインフォマティクス / 視細胞
Outline of Final Research Achievements

In the retina, cone and rod photoreceptors are forming a nonuniform spatial arrangement called a photoreceptor mosaic. In order to elucidate the influence of the spatial arrangement on the visual information processing, we developed a realistic model of the photoreceptor mosaic based on the anatomical and physiological characteristics. We incorporated the cone-to-cone spacing and the diameter of the photoreceptor obtained from experimental measurements into the model. As a result, we succeeded in generating an artificial photoreceptor mosaic and it was able to perform a computational analysis of how natural color image is processed and represented in the retina. We also developed a computational model of the output neuron of the retina, the retinal ganglion cell, by describing the stochastic channel behaviors. The model enabled us to analyze and reveal how reliable and precise spike pattern is produced in the retinal ganglion cell.

Report

(5 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (22 results)

All 2016 2015 2014 2013

All Journal Article (11 results) (of which Acknowledgement Compliant: 9 results,  Peer Reviewed: 7 results) Presentation (11 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] 動的順応特性導入した錐体モザイクモデル2016

    • Author(s)
      金石彩菜、神山斉己
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: NC2016-47 Pages: 43-48

    • Related Report
      2016 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 外網膜におけるフィードバックメカニズムのシミュレーション解析2015

    • Author(s)
      國貞裕映, 神山斉己
    • Journal Title

      日本神経回路学会全国大会講演論文集

      Volume: 22 Pages: 44-45

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 確率論的網膜神経節細胞モデルによるスパイク発火特性の解析2015

    • Author(s)
      上坂周平, 神山斉己
    • Journal Title

      電子情報通信学会技術研究報告, ニューロコンピューティング

      Volume: 115 Pages: 49-54

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] 網膜視細胞モザイクのリアリスティックモデル2015

    • Author(s)
      斎藤尚美, 神山斉己
    • Journal Title

      電子情報通信学会技術研究報告, ニューロコンピューティング

      Volume: 115 Pages: 55-60

    • Related Report
      2015 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] イオンチャネルノイズの近似手法を導入した確率論的網膜神経節細胞モデルのシミュレーション2014

    • Author(s)
      上坂周平, 神山斉己
    • Journal Title

      Proceedings of Life Engineering Symposium

      Volume: LE2014 Pages: 353-358

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 細胞内メカニズムに基づいた錐体視細胞の数理モデル2014

    • Author(s)
      國貞裕映, 神山斉己
    • Journal Title

      Proceedings of Life Engineering Symposium

      Volume: LE2014 Pages: 411-416

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 網膜錐体間カップリングのシミュレーション解析2014

    • Author(s)
      國枝芽衣, 神山斉己
    • Journal Title

      Proceedings of Life Engineering Symposium

      Volume: LE2014 Pages: 417-422

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 解剖学的特性を再現した視細胞モザイクモデル2014

    • Author(s)
      斎藤尚美, 神山斉己
    • Journal Title

      Proceedings of Life Engineering Symposium

      Volume: LE2014 Pages: 423-427

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 数理モデルを用いた網膜錐体間カップリングの機能解析2014

    • Author(s)
      國枝芽衣, 神山斉己
    • Journal Title

      電子情報通信学会技術研究報告, ニューロコンピューティング

      Volume: 114

    • Related Report
      2014 Research-status Report
    • Acknowledgement Compliant
  • [Journal Article] A simulation analysis of the connectivity between retinal cone and ganglion cells2013

    • Author(s)
      Serizawa, H. and Kamiyama, Y.
    • Journal Title

      Proceedings of Life Engineering Symposium 2013

      Volume: LE2013 Pages: 145-150

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Information rate analysis of the retinal cone mosaic2013

    • Author(s)
      Kunieda, M. and Kamiyama, Y.
    • Journal Title

      Proceedings of Life Engineering Symposium 2013

      Volume: LE2013 Pages: 151-156

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 順応特性を導入した錐体モザイクモデル2016

    • Author(s)
      金石彩菜、神山斉己
    • Organizer
      情報科学技術フォーラム(FIT2016)
    • Place of Presentation
      富山大学(富山市)
    • Year and Date
      2016-09-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Simulation analysis of negative feedback in the outer retina2016

    • Author(s)
      Kunisada, H., Kamiyama, Y.
    • Organizer
      ARVO Annual Meeting
    • Place of Presentation
      Seattle, USA
    • Year and Date
      2016-04-30
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 動的順応特性を導入した錐体モザイクのシミュレーション解析2016

    • Author(s)
      金石彩菜、神山斉己
    • Organizer
      情報学ワークショップ(WiNF2016)
    • Place of Presentation
      愛知県立大学(長久手市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] Modeling a photoreceptor mosaic based on the retinal anatomy2015

    • Author(s)
      Saito, N., Kamiyama, Y.
    • Organizer
      INCF Japan Node International Workshop, Advances in Neuroinformatics 2015
    • Place of Presentation
      東京大学先端科学技術研究センター(東京都目黒区)
    • Year and Date
      2015-11-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Computational modeling of the cone mosaic based on the anatomy and physiology of the vertebrate retina2015

    • Author(s)
      Kunisada, H., Saito, N., Kamiyama, Y.
    • Organizer
      Neuroinformatics 2015
    • Place of Presentation
      Cairns(Australia)
    • Year and Date
      2015-08-20
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 網膜神経節細胞の確率論的特性のシミュレーション解析2015

    • Author(s)
      上坂周平, 神山斉己
    • Organizer
      日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Research-status Report
  • [Presentation] 解剖学に基づいた網膜視細胞モザイクの数理モデル2015

    • Author(s)
      斎藤尚美, 神山斉己
    • Organizer
      日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Research-status Report
  • [Presentation] 網膜錐体視細胞光応答のシミュレーション解析2015

    • Author(s)
      國貞裕映, 神山斉己
    • Organizer
      日本生体医工学会大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市)
    • Year and Date
      2015-05-07
    • Related Report
      2015 Research-status Report
  • [Presentation] Automatic generation of a realistic photoreceptor mosaic2014

    • Author(s)
      Saito, N. and Kamiyama, Y.
    • Organizer
      Bernstein Conference 2014
    • Place of Presentation
      ゲッチンゲン, ドイツ
    • Year and Date
      2014-09-03 – 2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Biophysical modeling of a cone photoreceptor2014

    • Author(s)
      Kunisada, H. and Kamiyama, Y.
    • Organizer
      Bernstein Conference 2014
    • Place of Presentation
      ゲッチンゲン, ドイツ
    • Year and Date
      2014-09-03 – 2014-09-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Simulation analysis of information rate of the cone mosaic2013

    • Author(s)
      Kunieda, M. and Kamiyama Y.
    • Organizer
      European Retina Meeting 2013
    • Place of Presentation
      アリカンテ,スペイン
    • Related Report
      2013 Research-status Report

URL: 

Published: 2014-07-25   Modified: 2019-07-29  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi