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2012 Fiscal Year Final Research Report

Brain mechanisms of dynamic image generation based on body schema

Research Project

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Project/Area Number 20220003
Research Category

Grant-in-Aid for Scientific Research (S)

Allocation TypeSingle-year Grants
Research Field Cognitive science
Research InstitutionKyoto University

Principal Investigator

INUI Toshio  京都大学, 大学院・情報学研究科, 教授 (30107015)

Co-Investigator(Kenkyū-buntansha) YAMAGUCHI Yoko  独立行政法人理化学研究所, その他部局等, 研究員 (00158122)
MIZUHARA Hiroaki  京都大学, 大学院・情報学研究科, 講師 (30392137)
SATO Naoyuki  公立はこだて未来大学, 公私立大学の部局等, 准教授 (70312668)
SASAOKA Takafumi  京都大学, 大学院・情報学研究科, 助教 (60367456)
Project Period (FY) 2008 – 2012
Keywords脳認知科学 / 身体性情報学
Research Abstract

Our brain imaging studies of mental rotation demonstrated a pattern of brain activation consistent with the neural network model proposed by Ashizawa and Inui (2011). We then presented a generalized radial basis function (GRBF) network that can generate rotated views of novel objects as a form of view prediction. We also presented a hierarchical neural network model of the functions of inferior temporal cortex. This model can achieve not only view-independent object recognition but also object categorization based on view similarity. We further formulated a computational model of visual scene transformations to generate spatial imagery of novel places. In addition, a biologically plausible algorithm for grid cell computation is proposed that enables calculation of a homing vector to a specific location with a cognitive map. Finally, we identified the shared and distinct neural substrates for mental rotation and perspective taking.

  • Research Products

    (47 results)

All 2013 2012 2011 2010 2009 2008 Other

All Journal Article (23 results) (of which Peer Reviewed: 16 results) Presentation (21 results) Book (2 results) Remarks (1 results)

  • [Journal Article] 視空間イメージの生成と変換の脳内メカニズム2013

    • Author(s)
      朝倉 暢彦, 笹岡 貴史, 佐藤 直行, 乾 敏郎
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: (in press)

  • [Journal Article] Rhythmic modulation of theta oscillations supports encoding of spatial and behavioral information in the rat hippocampus2012

    • Author(s)
      Molter, C., O'Neill, J., Yamaguchi, Y., Hirase, H. and Leinekugel, X
    • Journal Title

      Neuron

      Volume: 75 Pages: 889-903

    • Peer Reviewed
  • [Journal Article] 海馬の理論研究:ニューロンから行動まで2012

    • Author(s)
      佐藤 直行, 大森 敏明, 我妻 広明
    • Journal Title

      情報・システムソサイエティ誌

      Volume: 17(2)

  • [Journal Article] 身体図式を基礎とした動的イメージ生成の脳内メカニズム(5):内嗅野グリッド細胞のモジュラスコードからガウス法を用いてhoming vectorを求める手法の提案2012

    • Author(s)
      三津沢 将司, イスラム・タンビル, 佐藤 直行, 乾 敏郎, 山口 陽子
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 111(483) Pages: 281-285

  • [Journal Article] 3 次元物体認識に関わる景観予測機能のモデル化2012

    • Author(s)
      植野 徹, 朝倉 暢彦, 笹岡 貴史, 乾 敏郎
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 112(298) Pages: 51-56

  • [Journal Article] Disambiguation of mental rotation by spatial frames of reference2011

    • Author(s)
      Asakura, N. and Inui, T
    • Journal Title

      i-Perception

      Volume: 2(5) Pages: 477-485

    • DOI

      DOI:10.1068/i0425

    • Peer Reviewed
  • [Journal Article] Spatial imagery of novel places based on visual scene transformation2011

    • Author(s)
      Sato, N
    • Journal Title

      Cognitive Systems Research

      Volume: 14(1) Pages: 26-36

    • DOI

      DOI:10.1016/j.cogsys.2010.12.010

    • Peer Reviewed
  • [Journal Article] 身体図式を基礎とした動的イメージ生成の脳内メカニズム(3) : 内嗅野グリッド細胞を考慮した空間情報処理の計算論2011

    • Author(s)
      佐藤 直行, タンビル イスラム, 乾 敏郎, 山口 陽子
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 110(461) Pages: 125-130

  • [Journal Article] Effect of active exploration of 3-D object views on the view-matching process in object recognition2010

    • Author(s)
      Sasaoka, T., Asakura, N., and Kawahara, T
    • Journal Title

      Perception

      Volume: 39(3) Pages: 289-306

    • DOI

      DOI:10.1068/p5721

    • Peer Reviewed
  • [Journal Article] Simulation of human episodic memory by using a computational model of the hippocampus2010

    • Author(s)
      Sato, N. and Yamaguchi, Y
    • Journal Title

      Advances in Artificial Intelligence

      Volume: 2010(4)

    • DOI

      DOI:10.1155/2010/392868

    • Peer Reviewed
  • [Journal Article] Integration of visual scenes and motion signals by entorhinal grid cells during spatial imagery2010

    • Author(s)
      Sato, N
    • Journal Title

      Australian Journal of Intelligent Information Processing Systems

      Volume: 11(1) Pages: 1-6

    • Peer Reviewed
  • [Journal Article] A model of path integration and navigation based on head direction cells inentorhinal cortex2010

    • Author(s)
      Islam, T. and Fukuzaki, R
    • Journal Title

      Neural Information Processing Theory and Algorithms ICONIP 2010 Proceedings Part I

      Volume: 6443 Pages: 82-90

    • DOI

      DOI:10.1007/978-3-642-17537-4_11

    • Peer Reviewed
  • [Journal Article] 複数三次元物体の認識を実現する神経回路モデル2010

    • Author(s)
      樋口 靖晃, 朝倉 暢彦, 乾 敏郎
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 110(246) Pages: 11-16

  • [Journal Article] A visuomotor contribution to enhanced object recognition: compativility between object rotation and hand movement during active exploration2009

    • Author(s)
      Sasaoka, T., Asakura, N., and Inui, T
    • Journal Title

      Perception 38 ECVP Abstract Supplement

      Volume: 145

    • DOI

      DOI:10.1068/v090693

    • Peer Reviewed
  • [Journal Article] Spatial-area selective retrieval of multiple object-place associationsin a hierarchical cognitive map formed by theta phase coding.2009

    • Author(s)
      Sato, N. and Yamaguchi, Y.
    • Journal Title

      Cognitive Neurodynamics

      Volume: 3 Pages: 131-140

    • DOI

      DOI:10.1007/s11571-008-9074-9

    • Peer Reviewed
  • [Journal Article] A computational predictor of the human episodic memory based on a theta phase precession network2009

    • Author(s)
      Sato, N. and Yamaguchi, Y.
    • Journal Title

      PLoS ONE

      Volume: 4(10) Pages: e7536

    • DOI

      DOI:10.1371/journal.pone.0007536

    • Peer Reviewed
  • [Journal Article] Subsequent memory-dependent EEG theta correlates to parahippocampal BOLD response.2009

    • Author(s)
      Sato, N. Ozaki, T. J. Someya, Y., Anami, K., Ogawa, S., Mizuhara, H., and Yamaguchi, Y.
    • Journal Title

      NeuroReport

      Volume: 21(3) Pages: 168-172

    • DOI

      DOI:10.1097/WNR.0b013e328332072a

    • Peer Reviewed
  • [Journal Article] A computational model of spatial imagery based on object-centered scene representation.2009

    • Author(s)
      Sato, N
    • Journal Title

      Neural Information Processing ICONIP 2009 Proceedings Part I

      Volume: 5863 Pages: 49-56

    • DOI

      DOI:10.1007/978-3-642-10677-4_6

    • Peer Reviewed
  • [Journal Article] Some computational predictions on the possibilities of three-dimensional properties of grid cells in entorhinal cortex.2009

    • Author(s)
      Islam, T. and Yamaguchi, Y.
    • Journal Title

      Neural Information Processing ICONIP 2009 Proceedings Part I

      Volume: 5863 Pages: 26-33

    • DOI

      DOI:10.1007/978-3-642-10677-4_4

    • Peer Reviewed
  • [Journal Article] Representation of an environmental space by grid fields: a study with a computational model of the grid cell based on a column structure.2009

    • Author(s)
      Islam, T. and Yamaguchi, Y.
    • Journal Title

      Proceedings of International Joint Conference on Neural Networks

      Pages: 1357-1364

    • DOI

      DOI:10.1109/IJCNN.2009.5178755

    • Peer Reviewed
  • [Journal Article] 物体の心的操作における多重の参照枠.2009

    • Author(s)
      朝倉 暢彦, 乾 敏郎
    • Journal Title

      電子情報通信学会技術研究報告

      Volume: 109(261) Pages: 25-30

  • [Journal Article] Computational model-based prediction of human episodic memory from eye movement.2009

    • Author(s)
      Sato, N
    • Journal Title

      IEICE Transactions on Communications

      Volume: E91-B Pages: 2142-2143

    • URL

      http://search.ieice.org/bin/summary.php?id=e91-b_7_2142

    • Peer Reviewed
  • [Journal Article] EEG theta regulates eye saccade generation during human object-place memory encoding.2008

    • Author(s)
      Sato, N
    • Journal Title

      Proceedings of the International Conference on Cognitive Neurodynamics

      Volume: 2007 Pages: 429-434

    • URL

      http://link.springer.com/chapter/10.1007/978-1-4020-8387-7_73

    • Peer Reviewed
  • [Presentation] Amplitude modulatio of theta oscillations in cognitive controls.2012

    • Author(s)
      Yamaguchi, Y
    • Organizer
      The 12th Japan-Korea-China Joint Workshop On Neurobiology and Neuroinformatic
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      20121221-23
  • [Presentation] Natural object recognition with the view-invariant neural network.2012

    • Author(s)
      Efremova, N., Asakura, N., and Inui, T
    • Organizer
      The Fifth International Conference on Cognitive Science
    • Place of Presentation
      Kaliningrad, Russia
    • Year and Date
      20120618-24
  • [Presentation] 視点変換・心的回転に関わる脳内基盤の検討: fMRI 研究2012

    • Author(s)
      笹岡 貴史,乾 敏郎
    • Organizer
      日本認知心理学会第10回大会
    • Place of Presentation
      岡山市(岡山大学)
    • Year and Date
      20120602-03
  • [Presentation] 物体の心的回転における運動学および動力学的拘束2012

    • Author(s)
      朝倉 暢彦,乾 敏郎
    • Organizer
      日本認知心理学会第10回大会
    • Place of Presentation
      岡山市(岡山大学)
    • Year and Date
      20120602-03
  • [Presentation] A computational model of homing vector in grid cell-place cell system based on modular mathematics.2012

    • Author(s)
      Mitsuzawa, M. S. and Yamaguchi, Y.
    • Organizer
      Neuroscience 2012
    • Place of Presentation
      New Orleans, USA
    • Year and Date
      2012-10-16
  • [Presentation] The visual cortex model for object recognition and classification.2012

    • Author(s)
      Efremova, N., Asakura, N., Inui, T., and Abdikeev, N
    • Organizer
      XIV All-Russian conference on Neuroinformatics 2012
    • Place of Presentation
      Moscow, Russia
    • Year and Date
      2012-01-23
  • [Presentation] A computational framework of large-scale space representation based on entorhinal grid cells"2011

    • Author(s)
      Sato, N
    • Organizer
      The 11th Japan-Korea-China Joint Workshop On Neurobiology and Neuroinformatics
    • Place of Presentation
      Okinawa, Japan
    • Year and Date
      20111218-19
  • [Presentation] A theoretical study on space computation in grid cell- place cell system of rat brain2011

    • Author(s)
      Mitsuzawa, M. S. and Yamaguchi, Y
    • Organizer
      The 11th Japan-Korea-China Joint Workshop On Neurobiology and Neuroinformatics
    • Place of Presentation
      Okinawa, Japan
    • Year and Date
      20111218-19
  • [Presentation] A computational model of grid cells based on the Hough transform of egocentric scenes2011

    • Author(s)
      Sato, N.
    • Organizer
      Neuroscience 2011
    • Place of Presentation
      Washington DC., USA
    • Year and Date
      20111112-16
  • [Presentation] Embodied object recognition: biomechanical constraints of hand rotation affect facilitation of the view matching process.2011

    • Author(s)
      Sasaoka, T., Asakura, N., and Inui, T.
    • Organizer
      ECVP2011 (34th European Conference on Visual Perception)
    • Place of Presentation
      Toulouse, France
    • Year and Date
      20110828-0901
  • [Presentation] 遅延・変換フィードバック下での自他認識に関わる脳内基盤1.2011

    • Author(s)
      笹岡 貴史,乾 敏郎
    • Organizer
      日本認知心理学会第9回大会, 東京都豊島区
    • Place of Presentation
      日本認知心理学会第9回大会, 東京都豊島区(学習院大学)
    • Year and Date
      20110528-29
  • [Presentation] Grid field formation in the entorhinal cells simulated by a computational model with hypercolumn structures2011

    • Author(s)
      Islam, T. and Yamaguchi, Y.
    • Organizer
      Neuroscience 2011
    • Place of Presentation
      Washington DC., USA
    • Year and Date
      2011-11-15
  • [Presentation] グリッド細胞表現に基づく他者視点シーン生成の計算理論2010

    • Author(s)
      佐藤 直行
    • Organizer
      日本認知心理学会第9回大会
    • Place of Presentation
      福岡市(西南学院大学)
    • Year and Date
      20100529-30
  • [Presentation] Spatial frames of reference for imagining and perceiving visual motion.2010

    • Author(s)
      Asakura, N. and Inui, T
    • Organizer
      The 3rd international workshop on KANSEI
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      20100222-23
  • [Presentation] Computational model and prediction of three-dimensional properties of grid cells in entorhinal cortex2010

    • Author(s)
      Islam, T. and Yamaguchi, Y
    • Organizer
      Neuroscience 2010
    • Place of Presentation
      Computational model and prediction of three-dimensional properties of grid cells in entorhinal cortex
    • Year and Date
      2010-11-16
  • [Presentation] Dynamic parieto-premotor network for mental imagery transformation: a simultaneous EEG-fMRI study.2010

    • Author(s)
      Sasaoka, T., Mizuhara, H., and Inui, T.
    • Organizer
      The 16th Annual Meeting of the Organization for Human Brain Mapping
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2010-07-07
  • [Presentation] A computational model of spatial imagery based on object-centered scene representation.2009

    • Author(s)
      Sato, N.
    • Organizer
      16th International Conference on Neural Information Processing (ICONIP)
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      20091201-05
  • [Presentation] 物-場所連合記憶の他視点変換メカニズム2009

    • Author(s)
      佐藤 直行
    • Organizer
      日本神経回路学会第19回全国大会
    • Place of Presentation
      仙台市(東北大学)
    • Year and Date
      20090924-26
  • [Presentation] Relationship between an input sequence and asymmetric connections formed by theta phase precession and STDP2008

    • Author(s)
      Sato, N
    • Organizer
      15th International Conference on Neural Information Processing (ICONIP)
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2008-11-27
  • [Presentation] An episodic memory encoding pathway emerges with subsequent memory dependent EEG theta synchronization2008

    • Author(s)
      Sato, N., Ozaki, T., Someya, Y., Anami, K., Ogawa, S., Mizuhara, H., and Yamaguchi, Y.
    • Organizer
      The 31st Annual Meeting of the Japan Neuroscience Society
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2008-07-11
  • [Presentation] A cortico-hippocampal network emerging with subsequent memory dependent theta oscillation.2008

    • Author(s)
      Sato, N., Ozaki, T., Someya, Y., Anami, K., Ogawa, S., Mizuhara, H., and Yamaguchi, Y.
    • Organizer
      14th Annual Meeting of the Organization for Human Brain Mapping
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2008-06-16
  • [Book] The interaction between the parietal and motor areas in dynamic imagery manipulation : an fMRI study, Advance in cognitive neurodynamics (II), Wang R, Gu F(eds.)2011

    • Author(s)
      Sasaoka, T., Mizuhara, H., and Inui, T
    • Total Pages
      345-349
    • Publisher
      Springer
  • [Book] Dynamic Brain-from Neural Spikes to Behaviors: 12th International Summer School on Neural Networks2008

    • Author(s)
      Naoyuki Sato
    • Total Pages
      13-27
    • Publisher
      Springer-Verlag
  • [Remarks]

    • URL

      http://www.cog.ist.i.kyoto-u.ac.jp/

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Published: 2014-08-29  

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