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2007 Fiscal Year Final Research Report Summary

The detection of the change in brain state during L2 English rhythm learning process using electroencephalography and English learning robot

Research Project

Project/Area Number 17300270
Research Category

Grant-in-Aid for Scientific Research (B)

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

Principal Investigator

NATSUME Kiyohisa  Kyushu Institute of Technology, Graduate School of Life Science and Systems Engineering, Professor (30231492)

Co-Investigator(Kenkyū-buntansha) NAKANO Hideko  Kyushu Women's University, Department of Human Life, Associate Professor (20309735)
FURUKAWA Tetsuo  Kyushu Institute of Technology, Graduate School of Life Science and Systems Engineering, Professor (50219101)
Project Period (FY) 2005 – 2007
Keywordstheta rhythm / English learning system / multimedia / Robot for English learning / Educational technology
Research Abstract

Since five years ago, I have studied on the hypothesis that electroencephalogram (EEG) is changed during the learning of English for L2 Japanese learners. We measured the change in EEG when the learners do the English rhythm instruction materials, which Gragam has developed and Prof Nakano, one of the member in this project, has modified. In the result, the power of theta rhythm at the frontal part (F3, F4, and Fz regions), that is, Fm theta significantly increased with learning of English rhythm. After that, while learners kept the rhythm, the power of Fm theta decreased. From these results, it is suggest that we use the change in the power of Fm theta as a signal for detecting the learning process in the brain.
In this research, we also make sure how long the L2 learners memorize the English rhythm. They could memorize it for six months. So, the English rhythm materials transfer the learners' memory on English rhythm to the long-term memory storage. In the project, we have developed the robot which provides the proper English rhythm learning materials which fit the learners' state best. The robot always selects the best English learning materials which fit the learners' states. The robot consists of the three parts. One is EEG record part which records EEG. of learners. The second part is EEG analysis part, which analyzes EEG, and the third is the control part, where the robot can change the English rhythm materials depending on the analytic results of learners' EEG. In the project, we have developed the system on Linux (FedoraCore6). We check whether the system acts correctly or not. In the system, when the learners induced alpha rhythm in brain, when they closed their eyes, the providing English rhythm material could be changed. In the demonstration, when the learners induce alpha rhythm, the learning materials which were shown to the learners were changed.

  • Research Products

    (23 results)

All 2007 2006 2005

All Journal Article (8 results) (of which Peer Reviewed: 4 results) Presentation (14 results) Book (1 results)

  • [Journal Article] Analysis of EEG pattern measured at eight electrodes on L2 English rhythm acquisition2007

    • Author(s)
      Hideko Nakano, Natsuko Yoshida, Kiyohisa Natsume
    • Journal Title

      Language Education&Technology 44

      Pages: 155-167

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Analysis of EEG pattern measured at eight electrodes on L2 English rhythm acquisition2007

    • Author(s)
      Hideko, Nakano, Natsuko, Yoshida, Kiyohisa, Natsume
    • Journal Title

      Language Education & Technology Vol.44

      Pages: 155-167

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Generalization of the self-organizing map From artificial neural networks to artificial cortexes2006

    • Author(s)
      T. Furukawa, K. Tokunaga
    • Journal Title

      Lecture Notes in Computer Science(Edited book of 13th International Conference of Neural Information Processing 4232

      Pages: 943-949

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Generalization of the self-organizing map : From artificial neural networks to artificial cortexes2006

    • Author(s)
      T., Furukawa, K., Tokunaga
    • Journal Title

      Lecture Notes in Computer Science(Edited book of 13th International Conference of Neural Information Processing(ICONIP2006)) Vol.4232

      Pages: 943-949

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Brain Activation Patterns on L2 English Rhythm Acquisition2005

    • Author(s)
      Nakano, H., Yoshida, N., Natsume K.
    • Journal Title

      IATEFL Research News 15

      Pages: 48-51

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Modular Network SOM:Self-Organizing Maps in Function Space2005

    • Author(s)
      K. Tokunaga, T. Furukawa, S. Yasui
    • Journal Title

      Neural Information Processing-Letters and Reviews 9(1)

      Pages: 15-22

    • Description
      「研究成果報告書概要(和文)」より
    • Peer Reviewed
  • [Journal Article] Brain Activation Patterns of L2 English Rhythm Acquisition.2005

    • Author(s)
      Nakano, H., Yoshida, N., Natsume, K
    • Journal Title

      IATEFL Research News 15

      Pages: 48-51

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Modular Network SOM : Self-Organizing Maps in Function Space.2005

    • Author(s)
      K., Tokunaga, T., Furukawa, S., Yasui
    • Journal Title

      Neural Information Processing - Letters and Reviews Vol.9, No.1

      Pages: 15-22

    • Description
      「研究成果報告書概要(欧文)」より
  • [Presentation] Modular Network SOM and Self-Organizing Homotopy Network as a Foundation for Brain-like Intelligence2007

    • Author(s)
      Tetsuo Furukawa
    • Organizer
      WSOM2007
    • Place of Presentation
      Bielefeld,Germany
    • Year and Date
      20070903-06
    • Description
      「研究成果報告書概要(和文)」より
  • [Presentation] Modular Network SOM and Self-Organizing Homotopy Network as a Foundation for Brain-like Intelligence2007

    • Author(s)
      Tetsuo, Furukawa
    • Organizer
      WSOM 2007
    • Place of Presentation
      Bielefeld, Germany
    • Year and Date
      20070903-06
    • Description
      「研究成果報告書概要(欧文)」より
  • [Presentation] EEG during L2 English rhythm acquisition and an instruction robot for the rhythm2007

    • Author(s)
      Kiyohisa Natsume, Natsuko Yoshida, Hideko Nakano
    • Organizer
      LET2007
    • Place of Presentation
      Nagoya,Japan
    • Year and Date
      20070807-09
    • Description
      「研究成果報告書概要(和文)」より
  • [Presentation] EEG during L2 English rhythm acquisition and an instruction robot for the rhythm2007

    • Author(s)
      Kiyohisa, Natsume, Natsuko, Yoshida, Hideko, Nakano
    • Organizer
      LET2007
    • Place of Presentation
      Nagoya, Japan
    • Year and Date
      20070807-09
    • Description
      「研究成果報告書概要(欧文)」より
  • [Presentation] A new development of self-organizing maps realized through a marriage with modular-networks2007

    • Author(s)
      T. Furukawa, K. Tokunaga
    • Organizer
      2007IEEE Symposium on Foundations of Computational Intelligence(FOCI 2007)
    • Place of Presentation
      Hawaii,U.S.A
    • Year and Date
      20070401-05
    • Description
      「研究成果報告書概要(和文)」より
  • [Presentation] A new development of self-organizing maps realized through a marriage with modular-networks2007

    • Author(s)
      T., Furukawa, K., Tokunaga
    • Organizer
      2007 IEEE Symposium on Foundations of Computational Intelligence(FOCI 2007)
    • Place of Presentation
      Hawaii, U.S.A.
    • Year and Date
      20070401-05
    • Description
      「研究成果報告書概要(欧文)」より
  • [Presentation] The Brain Activation of Japanese L2 in English Vbcabulary Learning:An EEG Study on Effects of Multimedia Materials2006

    • Author(s)
      H. Nakano, K. Natsume
    • Organizer
      Asia TEFL
    • Place of Presentation
      Fukuoka,Japan
    • Year and Date
      20060818-20
    • Description
      「研究成果報告書概要(和文)」より
  • [Presentation] Development of EEG Pattern Recorded at 8 Electrodes in L2 English Rhythm Acquisition Process2006

    • Author(s)
      K. Natsume, N. Yoshida, H. Nakano
    • Organizer
      Asia TEFL
    • Place of Presentation
      Fukuoka,Japan
    • Year and Date
      20060818-20
    • Description
      「研究成果報告書概要(和文)」より
  • [Presentation] The Brain Activation of Japanese L2 in English Vocabulary Learning : An EEG Study on Effects of Multimedia Materials2006

    • Author(s)
      H., Nakano, K., Natsume
    • Organizer
      Asia TEFL
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      20060818-20
    • Description
      「研究成果報告書概要(欧文)」より
  • [Presentation] Development of EEG Pattern Recorded at 8 Electrodes in L2 English Rhythm Acquisition Process2006

    • Author(s)
      K., Natsume, N., Yoshida, H., Nakano
    • Organizer
      Asia TEFL
    • Place of Presentation
      Fukuoka, Japan
    • Year and Date
      20060818-20
    • Description
      「研究成果報告書概要(欧文)」より
  • [Presentation] Theta Rhythm at the Frontal Area of Japanese FEL Learners'in Enghsh Rhythm Acquisition2006

    • Author(s)
      H. Nalkano, N. Yoshida, K. Natsume
    • Organizer
      Neurosci2006
    • Place of Presentation
      Kyoto,Japan
    • Year and Date
      20060719-21
    • Description
      「研究成果報告書概要(和文)」より
  • [Presentation] Theta Rhythm at the Frontal Area Japanese FEL Learners' in English Rhythm Acquisition2006

    • Author(s)
      H., Nakano, N., Yoshida, K., Natsume
    • Organizer
      Neurosci2006
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      20060719-21
    • Description
      「研究成果報告書概要(欧文)」より
  • [Presentation] Theta Rhythm at the Frontal area of Brain Faciitates L2 English Rhythm Acquisition2005

    • Author(s)
      Hideko Nakano, Natsuko Yoshida, Kiyohisa Natsume
    • Organizer
      Proceedings of Foreign Language Education&Tbchnology 5(FLEAT V)Conference
    • Place of Presentation
      Provo,Utah,USA
    • Year and Date
      20050810-11
    • Description
      「研究成果報告書概要(和文)」より
  • [Presentation] "Theta Rhythm at the Frontal area of Brain Facilitates L2 English Rhythm Acquisition" Provo2005

    • Author(s)
      Hideko, Nakano, Natsuko, Yoshida, Kiyohisa, Natsume
    • Organizer
      Foreign Language Education & Technology 5(FLEATV) Conference
    • Place of Presentation
      Utah, USA
    • Year and Date
      20050810-11
    • Description
      「研究成果報告書概要(欧文)」より
  • [Book] 「自己組織化マップとその応用」(編・徳高平蔵, 大北正昭, 藤村喜久郎), 第6章mnSOM:パーツ交換可能なモジュール構造型SOM2007

    • Author(s)
      古川 徹生
    • Total Pages
      69-84
    • Publisher
      シュプリンガー・ジャパン
    • Description
      「研究成果報告書概要(和文)」より

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Published: 2010-02-04  

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