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Simulating brain functions based on computational learning theory

Research Project

Project/Area Number 23300055
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionThe University of Electro-Communications

Principal Investigator

NISHINO Tetsuro  電気通信大学, 情報理工学(系)研究科, 教授 (10198484)

Co-Investigator(Kenkyū-buntansha) TANAKA Shigeru  電気通信大学, 大学院・情報理工学研究科, 特任教授 (70281706)
YAMAZAKI Tadashi  理化学研究所, 脳科学総合研究センター, 研究員 (40392162)
HOKI Kunihito  電気通信大学, 先端領域教育研究センター, 特任助教 (00436081)
Project Period (FY) 2011-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥19,110,000 (Direct Cost: ¥14,700,000、Indirect Cost: ¥4,410,000)
Fiscal Year 2013: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2012: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2011: ¥9,100,000 (Direct Cost: ¥7,000,000、Indirect Cost: ¥2,100,000)
Keywords学習と知識獲得 / 脳科学 / 計算論的学習 / 記憶 / 運動 / 思考
Research Abstract

In this study, we construct various models of brain functions, such as motion, thinking and memory based on computational learning theory, and analyze their behavior in the following fashion: (1) we construct a state transition model for the motion and simulate the robot motion using this model, (2) we construct a neural network model for the memory and analyze its behavior, and (3) we design an efficient algorithm for card game playing using Monte Carlo Simulation. Finally we construct a unified methodology for simulating brain functions based on the above results.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • Research Products

    (34 results)

All 2014 2013 2012 2011 Other

All Journal Article (11 results) (of which Peer Reviewed: 10 results) Presentation (21 results) Book (2 results)

  • [Journal Article] A polynomial-time algorithm for checking the equivalence for real-time deterministic restricted one-counter transducers which accept by final state2014

    • Author(s)
      Mitsuo Wakatsuki, Etsuji Tomita, Tetsuro Nishino
    • Journal Title

      International Journal of Computer and Information Science

      Volume: 14 Pages: 45-53

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 高信頼細粒度部品再利用による形式手法におけるソフトウェア合成2013

    • Author(s)
      中村丈洋, 織田健, 西野哲朗
    • Journal Title

      情報処理学会論文誌

      Volume: Vol.54,No.8 Pages: 2012-2024

    • NAID

      110009596041

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] How to Translation Unknown Words for English to Bangla Machine Translation Using Transliteration2013

    • Author(s)
      Khan Md. Anwarus Salam, Setsuo Yamada and Tetsuro Nishino
    • Journal Title

      Journal of Computers

      Volume: Vol.8,No.5

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Web Based UNL Ontology Visualization2013

    • Author(s)
      Khan Md. Anwarus Salam, Hiroshi Uchida, Setsuo Yamada and Tetsuro Nishino
    • Journal Title

      Journal of Convergence Information Technology

      Volume: Vol.8,No.13

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Automatic Generation of SVG Program Documents with Animation Based on Attribute Graph Grammars2012

    • Author(s)
      Takaaki Goto, Tomoo Sumida, Tadaaki Kirishima, Tetsuro Nishino, Takeo Yaku, Kensei Tsuchida
    • Journal Title

      ACIS International Journal of Computer & Information Science

      Volume: Vol.13,No.2 Pages: 20-28

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Practice and Evaluation of Open Source Software evelopment Education Based on the UEC Software Repository2012

    • Author(s)
      Takaaki Goto, Kensei Tsuchida,Tetsuro Nishino
    • Journal Title

      ACIS International Journal of Computer & Information Scienc

      Volume: Vol.13,No.2 Pages: 37-45

    • Related Report
      2013 Final Research Report
  • [Journal Article] 最大クリーク問題の多項式時間的可解性の拡張2012

    • Author(s)
      中西裕陽, 富田悦次, 若月光夫, 西野哲朗
    • Journal Title

      電子情報通信学会論文誌D分冊

      Volume: Vol.J95-D,No.9 Pages: 1716-1728

    • NAID

      110009495570

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] 最大クリーク問題の多項式時間的可解性の拡張2012

    • Author(s)
      中西裕陽,富田悦次,若月光夫,西野哲朗
    • Journal Title

      電子情報通信学会論文誌D分冊

      Volume: Vol.J95-D,No.9 Pages: 1716-1728

    • NAID

      110009495570

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Practice and Evaluation of Open Source Software evelopment Education Based on the UEC Software Repository2012

    • Author(s)
      Takaaki Goto, Kensei Tsuchida,Tetsuro Nishino
    • Journal Title

      ACIS International Journal of Computer & Information Science

      Volume: Vol. 13, No. 2 Pages: 37-45

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automatic Generation of SVG Program Documents with Animation Based on Attribute Graph Grammars2012

    • Author(s)
      Takaaki Goto, Tomoo Sumida, Tadaaki Kirishima, Tetsuro Nishino, Takeo Yaku, Kensei Tsuchida
    • Journal Title

      ACIS International Journal of Computer & Information Science

      Volume: Vol. 13, No. 2 Pages: 20-28

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stimulus-Dependent State Transition between Synchronized Oscillation and Randomly Repetitive Burst in a Model Cerebellar Granular Layer2011

    • Author(s)
      本多武尊、山崎匡、田中繁、永雄総一, 西野哲朗
    • Journal Title

      PLoS Computational Biology

      Volume: 7 Issue: 7 Pages: e1002087-e1002087

    • DOI

      10.1371/journal.pcbi.1002087

    • Related Report
      2013 Final Research Report 2011 Annual Research Report
    • Peer Reviewed
  • [Presentation] A polynomial-time algorithm for checking the equivalence for real-time deterministic restricted one-counter transducers which accept by final state2013

    • Author(s)
      Mitsuo Wakatsuki, Etsuji Tomita, Tetsuro Nishino
    • Organizer
      Proceedings of the 14th IEEE/ACIS International Conference of Software engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2013)
    • Place of Presentation
      Honolulu, Hawaii, U.S.A.
    • Related Report
      2013 Annual Research Report
  • [Presentation] A Case Study of Calculation of Source Code Module Importance2013

    • Author(s)
      Takaaki Goto, Setsuo Yamada, Tetsuro Nishino, Kensei Tsuchida
    • Organizer
      Proceedings of The 2013 International Conference on Parallel and Distributed Processing Techniques and Applications
    • Place of Presentation
      Las Vegas, Nevada, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] Universal Words Relationship Question-Answering from UNL Ontology2013

    • Author(s)
      Khan Md. Anwarus Salam, Hiroshi Uchida, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      2nd IEEE/ACIS International Conference on Computer and Information Science(ICIS 2013)
    • Place of Presentation
      Niigata, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Brain-Inspired Motion Programming for Hobby-Use Humanoid Robots2013

    • Author(s)
      Mamoru Kubota, Tadashi Yamazaki, Tetsuro Nishino
    • Organizer
      14th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing(SNPD2013)
    • Place of Presentation
      Honolulu, Hawaii, U.S.A.
    • Related Report
      2013 Annual Research Report
  • [Presentation] UNL Ontology Visualization for Web2012

    • Author(s)
      Khan Md. Anwarus Salam, Hiroshi Uchida, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      13th ACIS International Conference on Software Engineering
    • Related Report
      2013 Final Research Report
  • [Presentation] UNL Ontology Visualization for Web2012

    • Author(s)
      Khan Md. Anwarus Salam, Hiroshi Uchida, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      13th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel / Distributed Computing (SNPD 2012)
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2012 Annual Research Report
  • [Presentation] Sublexical Translations for Low-Resource Language2012

    • Author(s)
      Khan Md. Anwarus Salam, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      Machine Translation and Parsing in Indian Languages
    • Place of Presentation
      Mumbai, India
    • Related Report
      2012 Annual Research Report
  • [Presentation] Multilingual Universal Word Explanation Generation from UNL Ontology2012

    • Author(s)
      Khan Md. Anwarus Salam, H. Uchida, T. Nishino
    • Organizer
      Cognitive Aspects of the Lexicon (CogaLex)
    • Place of Presentation
      Mumbai, India
    • Related Report
      2012 Annual Research Report
  • [Presentation] How is oscillatory local field potential generated in the cerebellar granular layer?2011

    • Author(s)
      T.Honda, T.Yamazaki, S.Tanaka, S.Nagao
    • Organizer
      The 21th Annual Meeting of Japanese Neural Network Society (JNNS 2011)
    • Place of Presentation
      Okinawa, Japan
    • Related Report
      2011 Annual Research Report
  • [Presentation] Computational study of the contribution of a recurrent synaptic network and a gap junction network to synchronized oscillation in the cerebellar granular layer2011

    • Author(s)
      T.Honda, T.Yamazaki, S.Tanaka, T.Nishino, S.Nagao
    • Organizer
      Society for Neuroscience (SfN 2011)
    • Place of Presentation
      Washington, DC, USA
    • Related Report
      2011 Annual Research Report
  • [Presentation] Multilingual Universal Word Explanation Generation from UNL Ontology

    • Author(s)
      Khan Md. Anwarus Salam, H. Uchida, T. Nishino
    • Organizer
      Cognitive Aspects of the Lexicon (CogaLex)
    • Related Report
      2013 Final Research Report
  • [Presentation] Developing the First Balanced Corpus for Bangla Language

    • Author(s)
      Khan Md. Anwarus Salam, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      International Conference on Informatics, Electronics & Vision (ICIEV2012)
    • Place of Presentation
      Dhaka, Bangladesh
    • Related Report
      2013 Final Research Report
  • [Presentation] Using WordNet to Handle the Out-Of-Vocabulary Problem in English to Bangla Machine Translation

    • Author(s)
      Khan Md. Anwarus Salam, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      Global WordNet Conference
    • Place of Presentation
      Matsue, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Parallel Monte Carlo search for Imperfect information game Daihinmin

    • Author(s)
      Junji Nishino and Tetsuro Nishino
    • Organizer
      IEEE Computer Society
    • Related Report
      2013 Final Research Report
  • [Presentation] Translating Unknown Words Using WordNet and IPA-Based-Transliteration

    • Author(s)
      Khan Md. Anwarus Salam, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      ICCIT
    • Place of Presentation
      Dhaka, Bangladesh
    • Related Report
      2013 Final Research Report
  • [Presentation] How to Develop Universal Vocabularies Using Automatic Generation of the Meaning of Each Word

    • Author(s)
      Khan Md. Anwarus Salam, Hiroshi Uchida and Tetsuro Nishino
    • Organizer
      NLPKE
    • Place of Presentation
      Tokushima, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Example-Based Machine Translation for Low-Resource Language Using Chunk-String Templates

    • Author(s)
      Khan Md. Anwarus Salam, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      3th Machine Translation Summit
    • Place of Presentation
      Xiamen, China
    • Related Report
      2013 Final Research Report
  • [Presentation] Translating Unknown Words Using WordNet and IPA-BasedTransliteration

    • Author(s)
      Khan Md. Anwarus Salam, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      ICCIT
    • Place of Presentation
      Dhaka, Bangladesh
    • Related Report
      2013 Final Research Report
  • [Presentation] How to Develop Universal Vocabularies Using Automatic Generation of the Meaning of Each Word

    • Author(s)
      Khan Md. Anwarus Salam, Hiroshi Uchida and Tetsuro Nishino
    • Organizer
      7th International Conference on Natural Language Processing and Knowledge Engineering (NLPKE'11)
    • Place of Presentation
      Tokushima, Japan
    • Related Report
      2013 Final Research Report
  • [Presentation] Example-Based Machine Translation for Low-Resource Language Using Chunk-String Templates

    • Author(s)
      Khan Md. Anwarus Salam, Setsuo Yamada and Tetsuro Nishino
    • Organizer
      13th Machine Translation Summit
    • Place of Presentation
      Xiamen, China
    • Related Report
      2013 Final Research Report
  • [Presentation] EEQRA : Evolving Easy Quantifiable Reading Assistant

    • Author(s)
      Khan Md. Anwarus Salam, Tetsuro Nishino
    • Organizer
      13th APNG Camp, APRICOT 2011
    • Place of Presentation
      Hong Kong
    • Related Report
      2013 Final Research Report
  • [Book] 応用オートマトン工学2012

    • Author(s)
      西野哲朗, 若月光夫, 後藤隆彰
    • Publisher
      コロナ社
    • Related Report
      2013 Final Research Report 2012 Annual Research Report 2011 Annual Research Report
  • [Book] Embedded Systems - Theory and Design Methodology2012

    • Author(s)
      Kiyofumi Tanaka (Ed.)
    • Total Pages
      430
    • Publisher
      InTech
    • Related Report
      2012 Annual Research Report

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Published: 2011-04-06   Modified: 2019-07-29  

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