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2002 Fiscal Year Final Research Report Summary

The Construction of The Chaotic Neural Networks System of Insightful Problem Solving

Research Project

Project/Area Number 13480043
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionTokyo Institute of Technology

Principal Investigator

NAKAGAWA Masanori  Tokyo Institute of Technology, Graduate School of Decision Science and Technology, Professor, 大学院・社会理工学研究科, 教授 (40155685)

Co-Investigator(Kenkyū-buntansha) YAMAGISHI Kimihiko  Tokyo Institute of Technology, Graduate School of Decision Professor Science and Technology, Associate Professor, 大学院・社会理工学研究科, 助教授 (70286136)
MUTA Hiromitsu  Tokyo Institute of Technology, Graduate School of Decision Science and Technology, Professor, 大学院・社会理工学研究科, 教授 (70090925)
Project Period (FY) 2001 – 2002
KeywordsInsightful Problem Solving / Chaotic Neural Networks / Computer Simulations / Evaluation Functions / Psychological Experiments
Research Abstract

In 2001, mainly the following research was executed.
1. Discussion of the usual neural networks model.
2. Plan and constriction of the basic neural networks model for knowledge search.
3. Plan and construction of the neural networks model using chaotic mechanism.
4. Revision of the model adding the evaluation function to the model.
5. Execution of the psychological experiments to prove the model.
6. Revision of the model through the comparison between results of the psychological experiments and computer simulations.
In 2002, based on the above research in 2001, the following revision and tests were executed.
1. Revision of the model for intuitive problem solving.
2. Execution the psychological experiments to test the model.
3. Revision of the model through results of the experiments and computer simulations.
4. Through the total process, a new chaotic neural networks model of creative thought was constructed, successfully.

  • Research Products

    (6 results)

All Other

All Publications (6 results)

  • [Publications] M.Nakagawa: "General Model of Neural Networks with Time Varying Weights Subsystem and its Learning Method as Optimal Control"Fifth International Conference on Cognitive and Neural Systems Proceedings. 3. (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 服部雅史, 中川正宣: "条件付推論の学習過程-論理的推論学習支援システムに向けての実験的研究-"日本教育工学雑誌. 25. 1-12 (2001)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M.Nakagawa, A.Terai, H.Ueichi, M.Yajima: "The Neural Networks Model of Decision-Making Including Feedback Processes"Sixth International Conference on Cognitive and Neural Systems Proceedings. 22. (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 中川正宣: "高次認知過程のニューラルネットワークモデル-問題解決と意思決定を中心として-"Technical report of IEICE. NC2001-86. 33-40 (2002)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] M. Nakagawa: "General Model of Neural Networks with Time Varying Weights Subsystem and its Learning Method as Optimal Control"Fifth International Conference on Cognitive and Neural Systems Proceedings. #3. (2001)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] M. Nakagawa, A. Terai, H. Ueichi, M. Yajima: "The Neural Networks Model of Decision-Making Including Feedback Processes"Sixth International Conference on Cognitive and Neural Systems Proceedings. #22. (2002)

    • Description
      「研究成果報告書概要(欧文)」より

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Published: 2004-04-14  

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