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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
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2003: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 2002: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2001: ¥1,400,000 (Direct Cost: ¥1,400,000)
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.

Report

(4 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • 2001 Annual Research Report
  • Research Products

    (26 results)

All 2004 2003 2002 Other

All Journal Article (10 results) Publications (16 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
    • Related Report
      2003 Final Research Report Summary
  • [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
    • Related Report
      2003 Final Research Report Summary
  • [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

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [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
    • Related Report
      2003 Final Research Report Summary
  • [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
    • Related Report
      2003 Final Research Report Summary
  • [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
    • Related Report
      2003 Final Research Report Summary
  • [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
    • Related Report
      2003 Final Research Report Summary
  • [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
    • Related Report
      2003 Final Research Report Summary
  • [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
    • Related Report
      2003 Final Research Report Summary
  • [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
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Teruhiko Tamura, Jousuke Kuroiwa, Shigetoshi Nara: "Errorless reproduction of given pattern dynamics by means of cellular automata"Physical Review E. Vol.68. 036707-1-036707-8 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Yoshikazu SUEMITSU, Shigetoshi NARA: "Note on Time Delayed Effect in a Recurrent Neural Network Model"Neural Computing & Applications. Vol.11Nos.3&4. 137-143 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Shigetoshi Nara: "Can potentially useful dynamics to solve complex problems emerge from constrained chaos and/or chaotic itinerancy?"Chaos. Vol.13, No.3. 1110-1121 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] J.Kuroiwa, S.Nara, K.Aihara: "Sensitive response of a chaotic wandering state to memory fragment inputs in a chaotic neural network model"International Journal of Bifurcation and Chaos. Vol.14, No.4(印刷中). (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Y.Nagai, A.Ankiewicz, T.Maddes: "Ternary Cellular Automata with Three Neighbors"Memoirs of the Kokushikan Univ.Center for Information Science. No.24. 8-19 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Wada, J.Kuroiwa, S.Nara: "Completely reproducible description of digital sound data with cellular automata"Physics Letters A. 306. 110-115 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] T.TAMURA, J.KUROIWA, S.NARA: "An Idea of Errorless Coding and Reproduction of Arbitrarily Given Multiple Cyclic Binary Patterns by Means of Totalistic Rule of Cellular Automata"Proceedings of International Symposium on Nonlinear Theory and Its Applications. 183-186 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] J.Kuroiwa, N.Masutani, S.Nara, K.Aihara: "CHAOTIC WANDRING AND ITS SENSITIVITY TO EXTERNAL INPUT IN A CHAOTIC NEURAL NETWORK"Proceedings of ICONIP'02-Singapore. (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Adrian Ankiewicz, Yoshinori Nagai: "Solitons in multi-level cellular automata"Chaos, Solitons & Fractals. 13. 1345-1358 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] Y.Nagai, A.Ankiewicz, T.Maddess: "Spatio-Temporal Pattern of Ternary Cellular Automata"The Third International Conference on Discrete Chaotic Dynamics in Nature and Society. (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] 奈良重俊(翻訳書): "情報と自己組織化(原著:Hermann Haken著:information and Self-Organization, Springer Verlag Berlin)"シュプリンガー・フェアラーク東京. 304 (2002)

    • Related Report
      2002 Annual Research Report
  • [Publications] J.Kuroiwa, S.Nara, K.Aihara: "Response Properties of a single chaotic neuron to stochastic inputs"International Journal of Bifurcation and Chaos. 11. 1447-1460 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Wada, J.Kuroiwa, S.Nara: "Completely reproducible description of digital sound data with cellular automata"Physics Letters A. 掲載決定. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 有馬隆之, 奈良重俊: "セルオートマトンを用いた動画像の記述"信学技法-NLP2001. 2001-20. 59-65 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 和田昌人, 黒岩丈介, 奈良重俊: "セルオートマトンの2ルールから作られるルールダイナミックスを用いたディジタル音データの完全可逆記述"信学技法-NLP2001. 2001-6. 45-52 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] T.Miki, J.Kuroiwa, J.Miyao, K.Yamagata: "Response Properties of Logistic Map by Changing System Parameter"Proceedings of Nonlinear Theory and its Applications (NOLTA2001). 1. 115-118 (2001)

    • Related Report
      2001 Annual Research Report

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Published: 2001-04-01   Modified: 2016-04-21  

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