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Self-organization of neural networks in the primary visual cortex related to context dependent response

Research Project

Project/Area Number 20500245
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Cognitive science
Research InstitutionNumazu College of Technology

Principal Investigator

MIYASHITA Masanobu  Numazu College of Technology, 制御情報工学科, 准教授 (20443038)

Co-Investigator(Kenkyū-buntansha) 田中 繁  独立行政法人理化学研究所, 脳科学総合研究センター, チームリーダー (70281706)
Co-Investigator(Renkei-kenkyūsha) TANAKA Shigeru  電気通信大学, 教授 (70281706)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2010: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2009: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2008: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Keywordsゲシュタルト心理学 / 錯視現象 / 第一次視覚野 / 長距離水平結合 / 皮質マップ / 単純型細胞 / 複雑型細胞 / 文脈依存的応答 / スパイク放電型神経モデ / 自己組織化 / スパイク放電型神経モデル
Research Abstract

We proposed a mathematical model of self-organization of the geniculocortical inputs and long-range horizontal connections in the layer 2/3 of primary visual cortex which relate to the context dependent visual responses. To reveal the possible involvement of the primary visual cortex in the perceptual transition from component motion to pattern motion with the stimulus contrast of plaid illusion, we performed simulation of a neural network composed of the spiking neuron model, whose retina-LGN-visual cortex afferent connections were determined by the self-organization model, and examined neuronal response properties to plaid stimuli. We found that the component-pattern transition is induced by the regulation of neuronal activities by the intracortical interaction.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (29 results)

All 2011 2010 2009 2008

All Journal Article (11 results) (of which Peer Reviewed: 6 results) Presentation (18 results)

  • [Journal Article] A theoretical study of orientation map alteration induced by single-orientation exposure in the developing brain.2011

    • Author(s)
      Wakabayashi N., Miyashita M., Tanaka S.
    • Journal Title

      MICE Technical Report 110

      Pages: 1-6

    • NAID

      110008689813

    • Related Report
      2010 Final Research Report
  • [Journal Article] A mathematical model of a visual cortical network for the generation of plaid illusion.2011

    • Author(s)
      Kurebayashi D., Kurebayashi K., Miyashita M., Tanaka S.
    • Journal Title

      EICE Technical Report 110

      Pages: 7-12

    • NAID

      110008689814

    • Related Report
      2010 Final Research Report
  • [Journal Article] A theoretical study of orientation map alteration induced by single-orientation exposure in the developing brain.2011

    • Author(s)
      N.Wakabayashi, M.Miyashita, S.Tanaka
    • Journal Title

      IEIBC Technical Report

      Volume: 110 Pages: 1-6

    • NAID

      110008689813

    • Related Report
      2010 Annual Research Report
  • [Journal Article] A mathematical model of a visual cortical network for the generation of plaid illusion2011

    • Author(s)
      D.Kurebayashi, K.Kurebayashi, M.Miyashita, S.Tanaka
    • Journal Title

      IEIBC Technical Report

      Volume: 110 Pages: 7-12

    • NAID

      110008689814

    • Related Report
      2010 Annual Research Report
  • [Journal Article] Spike timing-dependent plasticity as the origin of the formation of clustered synaptic efficacy engrams.2010

    • Author(s)
      Iannella NL, Launey T, Tanaka S
    • Journal Title

      Front Comp Neurosci 14

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Constraint on the number of synaptic inputs to a visual cortical neuron controls receptive field formation.2009

    • Author(s)
      Tanaka S, Miyashita M.
    • Journal Title

      Neural Comput. 21

      Pages: 2554-80

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] A postnatal critical period for orientation plasticity in the cat visual cortex.2009

    • Author(s)
      Tanaka S, Tani, T, Ribot J, O'Hashi K, Imamura K
    • Journal Title

      PLoS ONE 4

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Constraint on the number of synaptic inputs to a visual cortical neuron controls receptive field formation.2009

    • Author(s)
      M.Miyashita, S.Tanaka
    • Journal Title

      Neural Computation 21

      Pages: 2554-2580

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A mathematical model of color map formation in macaque V1 and V22009

    • Author(s)
      M.Miyashita, S.Tanaka
    • Journal Title

      Neuroscience Research 65

      Pages: 205-205

    • Related Report
      2009 Annual Research Report
  • [Journal Article] Constraint on the number of synaptic inputs to a visual cortical neuron controls receptive field formation.2009

    • Author(s)
      S. Tanaka, M. Miyashita
    • Journal Title

      Computational Neuroscience (In press)

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Anisotropy in the representation of direction preferences in cat early visual cortex.2008

    • Author(s)
      Ribot J, Tanaka S, O'Hashi K, Ajima A
    • Journal Title

      Eur. J. Neurosci. 27

      Pages: 2773-2780

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Presentation] プラッド錯視を引き起こ視覚神経ネットワークの数理モデル2011

    • Author(s)
      紅林大地, 紅林広亮, 宮下真信, 田中繁
    • Organizer
      電子情報通信学会NC研究会
    • Place of Presentation
      玉川大学
    • Year and Date
      2011-03-07
    • Related Report
      2010 Annual Research Report
  • [Presentation] 発達期における単一方位視体験による方位マップ改編に関する理論研究2011

    • Author(s)
      若林和,宮下真信,田中繁
    • Organizer
      電子情報通信学会NC研究会
    • Place of Presentation
      玉川大学
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] プラッド錯視を引き起こす視覚神経ネットワークの数理モデル2011

    • Author(s)
      紅林大地,紅林広亮,宮下真信,田中繁
    • Organizer
      電子情報通信学会NC研究会
    • Place of Presentation
      玉川大学
    • Related Report
      2010 Final Research Report
  • [Presentation] Relationship between cortical structures of ocular dominance and binocular disparity:a model study2010

    • Author(s)
      M.Miyashita, S.Tanaka
    • Organizer
      Society for Neuroscience
    • Place of Presentation
      San Diego, USA
    • Year and Date
      2010-11-15
    • Related Report
      2010 Annual Research Report
  • [Presentation] Inhibitory circuits in the visual cortex control the generation of plaid illusion2010

    • Author(s)
      K.Kurebayashi, M.Miyashita, S.Tanaka
    • Organizer
      日本神経回路学会(第20回全国大会)
    • Place of Presentation
      神戸コンベンションセンター
    • Year and Date
      2010-09-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] A self-organization model for disparity selective simple cells and their related columnar structures2010

    • Author(s)
      M.Miyashita, S.Tanaka
    • Organizer
      日本神経科学会(第33回全国大会)
    • Place of Presentation
      神戸コンベンションセンター
    • Year and Date
      2010-09-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] Relationship between cortical structures of ocular dominance and binocular disparity : a model study.2010

    • Author(s)
      Miyashita M., Tanaka S.
    • Organizer
      Society for Neuroscience
    • Place of Presentation
      米国サンディエゴ
    • Related Report
      2010 Final Research Report
  • [Presentation] A selforganization model for disparity selective simple cells and their related columnar structures.2010

    • Author(s)
      Mivashita M., Tanaka S.
    • Organizer
      日本神経科学会
    • Place of Presentation
      神戸
    • Related Report
      2010 Final Research Report
  • [Presentation] Inhibitory circuits in the visual cortex control the generation of plaid illusion.2010

    • Author(s)
      Kurebayashi K., Miyashita M., Tanaka S.
    • Organizer
      日本神経回路学会
    • Place of Presentation
      神戸
    • Related Report
      2010 Final Research Report
  • [Presentation] A theory of experience-dependent formation of binocular-disparity sensitive neurons in the visual cortex : Roles of interocular inhibitory interaction in the LGN.2009

    • Author(s)
      M.Miyashita, S.Tanaka
    • Organizer
      Society for Neuroscience
    • Place of Presentation
      米国 シカゴ
    • Year and Date
      2009-10-21
    • Related Report
      2009 Annual Research Report
  • [Presentation] Effects of disinhibition on contrast-dependent responses of visual cortex neurons : a model study2009

    • Author(s)
      K.Kurebayashi, N.Kamiya, M.Miyashita, S.Tanaka
    • Organizer
      日本神経回路学会
    • Place of Presentation
      仙台
    • Year and Date
      2009-09-25
    • Related Report
      2009 Annual Research Report
  • [Presentation] Effects of disinhibition on contrast-dependent responses of visual cortex neurons : a model study.2009

    • Author(s)
      Kurebayashi K., Kamiya N., Miyashita M., Tanaka S.
    • Organizer
      日本神経回路学会
    • Place of Presentation
      仙台
    • Related Report
      2010 Final Research Report
  • [Presentation] マカクザルV1およびV2における色選択性マップ形成の数理モデル2009

    • Author(s)
      Miyashita M., Tanaka S.
    • Organizer
      日本神経科学会
    • Place of Presentation
      名古屋
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] A theory of experience-dependent formation of binocular-disparity sensitive neurons in the visual cortex : Roles of interocular inhibitory interaction in the LGN.2009

    • Author(s)
      Miyashita M., Tanaka, S.
    • Organizer
      Society for Neuroscience.
    • Place of Presentation
      米国シカゴ
    • Related Report
      2010 Final Research Report
  • [Presentation] Self-organization of complex-cell receptive fields and orientation-direction joint maps in layer 2/3 of visual cortex.2008

    • Author(s)
      M. Miyashita, S. Tanaka
    • Organizer
      Society for neuroscience
    • Place of Presentation
      USA. Washington DC
    • Year and Date
      2008-11-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] Possible roles of interocular inhibition in LGN for the receptive field formation of visual cortical neurons.2008

    • Author(s)
      M. Miyashita, S. Tanaka
    • Organizer
      日本神経科学会
    • Place of Presentation
      東京
    • Year and Date
      2008-07-11
    • Related Report
      2008 Annual Research Report
  • [Presentation] Possible roles of interocular in hibition in LGN for the receptive field formation of visual cortical neurons.2008

    • Author(s)
      Miyashita M., Tanaka S.
    • Organizer
      日本神経科学会
    • Place of Presentation
      東京
    • Related Report
      2010 Final Research Report
  • [Presentation] Self-organization of complex-cell receptive fields and orientation-direction joint maps in layer 2/3 of visual cortex.2008

    • Author(s)
      Miyashita M., Tanaka S.
    • Organizer
      Society for neuroscience
    • Place of Presentation
      米国ワシントンDC
    • Related Report
      2010 Final Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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