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2003 Fiscal Year Final Research Report Summary

Complete and Compressive Description of Spoken Words and Music Data with use of Cellular Automata and Analysis of Their Complexity

Research Project

Project/Area Number 13831008
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field 感性情報学・ソフトコンピューティング
Research InstitutionOkayama University

Principal Investigator

NARA Shigetoshi  Okayama University, Department of Electrical & Electronic Engineering, Professor, 工学部, 教授 (60231495)

Co-Investigator(Kenkyū-buntansha) KUROIWA Jousuke  Fukui University, Faculty of Eng., Associated Professor, 工学部, 助教授 (10282104)
NAGAI Yoshinori  Kokushikan University, Faculty of Politics and Finance, Professor, 政経学部, 教授 (10167554)
AIZAWA Yoji  Waseda University, Faculty of Science and Engineering, Professor, 理工学部, 教授 (70088855)
Project Period (FY) 2001 – 2003
KeywordsCellular Automata / Rule Dynamics / Bit Patterns / Information Compression / Spoken Words Music Motion Pictures / Complexity / Compressibility / Signal to Noise Ratio
Research Abstract

Concerning the proposed subjects, computer simulations were done and the obtained results were presented in research meetings, Domestic conferences, and International conferences. Also their results were published as scientific papers in several journals. The summary of the results are as follows. Nonlinear dynamics in a neural network model are investigated by means of numerical simulations and a question whether the same dynamical properties is able to be described by rules of cellular automata or not., are discussed. The answer is affirmative and an example is actually shown in a specified case of 2-dimensional motion pictures provided one employs not 2-states-3-neighbors but many neighbors with totalistic rules. Numerical simulations were done and the successful results were reported in domestic conferences and in international conferences as well. Several papers were written by the investigators and a few were already published in a few journals. A third meeting was held with all the investigators together and the recent contents of each research activities were introduced and discussed.

  • Research Products

    (10 results)

All 2004 2003 2002

All Journal Article (10 results)

  • [Journal Article] Sensitive response of a chaotic wandering state to memory fragment inputs in a chaotic neural network model2004

    • Author(s)
      J.Kuroiwa, S.Nara, K.Aihara
    • Journal Title

      International Journal of Bifurcation and Chaos Vol.14, No.4

      Pages: 1413-1423

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Response Properties of a single chaotic neuron to stochastic inputs2004

    • Author(s)
      J.Kuroiwa, S.Nara, K.Aihara
    • Journal Title

      International Journal of Bifurcation and Chaos Vol.14,No.4

      Pages: 1413-1423

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Errorless reproduction of given pattern dynamics by means of cellular automata2003

    • Author(s)
      Teruhiko Tamura, Jousuke Kuroiwa, Shigetoshi Nara
    • Journal Title

      Physical Review E Vol.68

      Pages: 036707-1-036707-8

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Note on Time Delayed Effect in a Recurrent Neural Network Model2003

    • Author(s)
      Yoshikazu SUEMITSU, Shigetoshi NARA
    • Journal Title

      Neural Computing & Applications Vol.11 Nos.3&4

      Pages: 137-143

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Can potentially useful dynamics to solve complex problems emerge from constrained chaos and/or chaotic itinerancy ?2003

    • Author(s)
      Shigetoshi Nara
    • Journal Title

      Chaos Vol.13, No.3

      Pages: 1110-1121

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Ternary Cellular Automata with Three Neighbors2003

    • Author(s)
      Y.Nagai, A.Ankiewicz, T.Maddes
    • Journal Title

      Memoirs of the Kokushikan Univ.Center for Information Science No.24

      Pages: 8-19

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Can potentially useful dynamics to solve complex problems emerge from constrained chaos and/or chaotic itinerancy?2003

    • Author(s)
      Shigetoshi Nara
    • Journal Title

      Chaos Vol.13,No.3

      Pages: 1110-1121

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Note on Time Delayed Effect in a Recurrent Neural Network Model2003

    • Author(s)
      Yoshikazu SUEMITSU, Shigetoshi NARA
    • Journal Title

      Neural Computing & Applications Vol.11,No.3 & 4(double issue)

      Pages: 137-143

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Dynamical responses of chaotic memory dynamics to weak input in a recurrent neural network model2003

    • Author(s)
      Syogo Mikami, Shigetoshi Nara
    • Journal Title

      Neurocomputing & Applications Vol.11,No.3 & 4(double issue)

      Pages: 129-136

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Completely reproducible coding of digital sound data with Cellular Automata2002

    • Author(s)
      Masato Wada, Jousuke Kuroiwa, Shigetoshi Nara
    • Journal Title

      Physics Letters A vol.306

      Pages: 110-115

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

URL: 

Published: 2006-07-11  

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