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Solving the binding problem and modeling the integration process of multidimensional information based on the no-triplet hypothesis

Research Project

Project/Area Number 26590173
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Experimental psychology
Research InstitutionUniversity of Tsukuba

Principal Investigator

MORITA Masahiko  筑波大学, システム情報系, 教授 (00222349)

Co-Investigator(Kenkyū-buntansha) 森田 ひろみ  筑波大学, 図書館情報メディア系, 准教授 (00359580)
Research Collaborator ISHIZAKI Takuya  
FUJII Yumiko  
FURUTATE Mizuki  
Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords視覚特徴統合 / バインディング問題 / 対属性モデル / 刺激反応学習 / 視覚特徴統
Outline of Final Research Achievements

How different kinds of information or attributes are integrated in the brain is one of the most fundamental open questions, which is computationally difficult because it involves the combinatory explosion problem. We hypothesized that only pairs of attributes are integrated at a time, and that unified representations of three or more attributes are not formed except for a limited number of very familiar cases. In this study, we obtained strong evidence for this hypothesis, and developed a paired-attribute model based on the hypothesis. We also showed that this model is useful in some applications.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (13 results)

All 2018 2017 2016 2015 2014

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Open Access: 3 results,  Acknowledgement Compliant: 4 results) Presentation (8 results) (of which Int'l Joint Research: 4 results)

  • [Journal Article] 刺激の位置を含む複数属性と反応のマッピング学習2017

    • Author(s)
      1.藤井佑実子,森田昌彦,森田ひろみ
    • Journal Title

      VISION

      Volume: 29 Pages: 129-144

    • NAID

      130007498790

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Q-Learning in Continuous State-Action Space with Noisy and Redundant Inputs by Using a Selective Desensitization Neural Network2015

    • Author(s)
      Kobayashi, T., Shibuya, T. and Morita, M.
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 19 Issue: 6 Pages: 825-832

    • DOI

      10.20965/jaciii.2015.p0825

    • NAID

      130007673293

    • ISSN
      1343-0130, 1883-8014
    • Year and Date
      2015-11-20
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Q-Learning in Continuous State-Action Space by Using a Selective Desensitization Neural Network2015

    • Author(s)
      小林高彰,澁谷長史,森田昌彦
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J98-D Issue: 2 Pages: 287-299

    • DOI

      10.14923/transinfj.2014JDP7079

    • NAID

      110008746501

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2015-02-01
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Effect of patten coding on pattern classification neural networks2015

    • Author(s)
      Tanno, T., Horie, K., Kobayashi T. and Morita, M.
    • Journal Title

      International Journal of Machine Learning and Computing

      Volume: 5 Issue: 4 Pages: 339-343

    • DOI

      10.7763/ijmlc.2015.v5.531

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Feature Integration in the Mapping of Multi-Attribute Visual Stimuli to Responses2015

    • Author(s)
      Ishizaki, T, Morita, H., Morita, M.
    • Journal Title

      Scientific Reports

      Volume: 5 Issue: 1

    • DOI

      10.1038/srep09056

    • NAID

      120007130318

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] 色,形,位置の組み合わせと反応の連合方式の検討2018

    • Author(s)
      藤井佑実子, 森田ひろみ
    • Organizer
      日本視覚学会2018年冬季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] カラーコーディネートに対する個人の嗜好関数の計測と分析2017

    • Author(s)
      板持茜,森田昌彦
    • Organizer
      第12回日本感性工学会春季大会
    • Place of Presentation
      上田安子服飾専門学校(大阪府・大阪市)
    • Year and Date
      2017-03-29
    • Related Report
      2016 Research-status Report
  • [Presentation] Transfer of Multi-Attribute Stimulus-Response Mappings2017

    • Author(s)
      Fujii,Y., Morita,M. & Morita,H
    • Organizer
      APCV2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mapping of combinations of spatial attributes to responses2016

    • Author(s)
      Fujii, Y. & Morita, H.
    • Organizer
      ICP2016
    • Place of Presentation
      PACIFICO Yokohama, Yokohama, Kanagawa (JAPAN)
    • Year and Date
      2016-07-24
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Integrated representations of shape, color and location in stimulus-response mapping2015

    • Author(s)
      Fujii,Y., Morita,M. and Morita,H.
    • Organizer
      APCV2015
    • Place of Presentation
      Nanyang Technological University, Singapore (Singapore)
    • Year and Date
      2015-07-10
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effects of separate presentation of visual attributes on stimulus-response mapping2015

    • Author(s)
      Furutate, M., Morita, H., & Morita, M
    • Organizer
      APCV2015
    • Place of Presentation
      Nanyang Technological University, Singapore (Singapore)
    • Year and Date
      2015-07-10
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Q-learning in continuous state-action space with redundant dimensions using a selective desensitization neural network2014

    • Author(s)
      Takaaki Kobayashi, Takeshi Shibuya, Masahiko Morita
    • Organizer
      Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2014-12-05
    • Related Report
      2014 Research-status Report
  • [Presentation] 対属性仮説に基づく賃貸物件の評価推定モデル2014

    • Author(s)
      伊藤博康,諸上茂光
    • Organizer
      日本経営システム学会第53回全国研究発表大会
    • Place of Presentation
      愛知工業大学(愛知県名古屋市)
    • Year and Date
      2014-10-18
    • Related Report
      2014 Research-status Report

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Published: 2014-04-04   Modified: 2019-03-29  

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