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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
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥4,560,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2007: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2006: ¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 2005: ¥1,200,000 (Direct Cost: ¥1,200,000)
Keywordstheta rhythm / English learning system / multimedia / Robot for English learning / Educational technology / 英語リズム学習 / Fmθ波 / 学習ロボット / モジュラーネットワークSOM
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.

Report

(4 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • 2005 Annual Research Report
  • Research Products

    (47 results)

All 2007 2006 2005

All Journal Article (28 results) (of which Peer Reviewed: 6 results) Presentation (17 results) Book (2 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

    • NAID

      110008450869

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • 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

    • NAID

      110008450869

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Analysis of EEG pattern measured at eight electrodes on L2 English rhythm acquisition2007

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

      Language Education & Technology 44

      Pages: 155-167

    • NAID

      110008450869

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] EEG during L2 English rhythm acquisition and an instruction robot for the rhythm2007

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

      第47回外国語教育メディア学会全国大会講演論文集

      Pages: 20-23

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 人はどのように語彙を記憶するか: 脳波の実験から見えてきたこと2007

    • Author(s)
      中野 秀子
    • Journal Title

      英語教育 55(13)

      Pages: 14-16

    • Related Report
      2007 Annual Research Report
  • [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

    • NAID

      120002440594

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • 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

    • NAID

      120002440594

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Theta Rhythm at the Frontal Area of Japanese FEL Learners' in English Rhythm Acquisition2006

    • Author(s)
      H.Nakano
    • Journal Title

      Neurosci. Res. Vol.55(Supl.1)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] The Brain Activation of Japanese L2 in English Vocabulary Learning : An EEG Study on Effects of Multimedia Materials2006

    • Author(s)
      H.Nakano
    • Journal Title

      The proceedings of Asia TEFL (Fukuoka,Japan) (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Development of EEG Pattern Recorded at 8 Electrodes in L2 English Rhythm Acquisition Process2006

    • Author(s)
      K.Natsume
    • Journal Title

      The proceedings of Asia TEFL (Fukuoka,Japan) (CD-ROM)

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Analysis of EEG pattern measured at eight electrodes on L2 English rhythm acquisition2006

    • Author(s)
      Hideko Nakano
    • Journal Title

      Language Education & Technology (投稿中)

    • NAID

      110008450869

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Modular network SOM : Theory, algorithm and applications2006

    • Author(s)
      K.Tokunaga
    • Journal Title

      Lecture Notes in Computer Science 4232

      Pages: 958-967

    • Related Report
      2006 Annual Research Report
  • [Journal Article] SOM of SOMs : An Extension of SOM from 'Map' to 'Homotopy'2006

    • Author(s)
      T.Furukawa
    • Journal Title

      Lecture Notes in Computer Science 4232

      Pages: 950-957

    • NAID

      120002440595

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Generalization of the self-organizing map : From artificial neural networks to artificial cortexes2006

    • Author(s)
      T.Furukawa
    • Journal Title

      Lecture Notes in Computer Science 4232

      Pages: 943-949

    • NAID

      120002440594

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Medial Septal Modulation of the Ascending Brainstem Hippocampal Synchronizing Pathways in the Freely Moving Rat2006

    • Author(s)
      Brian H.Bland
    • Journal Title

      Hippocampus 16巻1号

      Pages: 11-19

    • Related Report
      2005 Annual Research Report
  • [Journal Article] The properties of carbachol-induced beta oscillation in rat hippocampal slices2006

    • Author(s)
      Jun Arai
    • Journal Title

      Neuroscience Research 54巻2号

      Pages: 95-103

    • Related Report
      2005 Annual Research Report
  • [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
    • Related Report
      2007 Final Research Report Summary
    • 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
    • Related Report
      2007 Final Research Report Summary
    • 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
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Brain Activation Patterns on L2 English Rhythm Acquisition2005

    • Author(s)
      Nakano, H
    • Journal Title

      IATEFL Research News 15巻

      Pages: 48-51

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Theta Rhythm at the Frontal Area of Brain and English Rhythm Acquisition of Japanese EFL Learners'.2005

    • Author(s)
      NAKANO, H.
    • Journal Title

      FLEAT (Foreign Language Education & Technology) Proceedings 5巻

      Pages: 33-33

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Web-English'を利用した英語教育2005

    • Author(s)
      中野秀子
    • Journal Title

      LET Kyusyu Bulletin 5巻

      Pages: 13-21

    • Related Report
      2005 Annual Research Report
  • [Journal Article] ニーズ分析と教材開発2005

    • Author(s)
      中野秀子
    • Journal Title

      Research and practice in ESP, JACET Kyushu-Okinawa Chapter SIG on ESP 4巻

      Pages: 51-60

    • NAID

      40006887979

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Web-EnglishとWeb-Exercise:ニーズ分析に基づいたオンライン教材の作成と利用法2005

    • Author(s)
      中野秀子
    • Journal Title

      Bulletin of CAI, Kyushu Kyoritsu University 5巻

      Pages: 10-18

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 関数空間型SOM2005

    • Author(s)
      徳永憲洋
    • Journal Title

      日本神経回路学会 12巻1号

      Pages: 39-51

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Modular network SOM : Self-organizing maps in function space2005

    • Author(s)
      K.Tokunaga
    • Journal Title

      Neural Information Processing-Letters and Reviews 9巻1号

      Pages: 15-22

    • Related Report
      2005 Annual Research Report
  • [Journal Article] SOM of SOMs : Self-organizing map which maps a group of self-organizing maps2005

    • Author(s)
      T.Furukawa
    • Journal Title

      Lecture Notes in Computer Science 3696巻

      Pages: 391-396

    • NAID

      120002440596

    • Related Report
      2005 Annual Research Report
  • [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
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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.
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] 学習・記憶に関る脳内変化を脳波で見る:英語リズム習得と語彙記憶2007

    • Author(s)
      中野 秀子
    • Organizer
      第46回大学英語教育学会全国大会発表論文集
    • Place of Presentation
      安田女子大学
    • Related Report
      2007 Annual Research Report
  • [Presentation] L2学習者の英語リズム学習時における脳波と学習ロボットの開発2007

    • Author(s)
      夏目 季代久, 吉田 奈都子, 中野 秀子
    • Organizer
      第47回外国語教育メディア学会全国大会
    • Place of Presentation
      名古屋学院大学名古屋キャンパス
    • Related Report
      2007 Annual Research Report
  • [Presentation] 隠れ変数を有するダイナミカルシステム集合の自己組織化マップ2007

    • Author(s)
      辻 純一, 大久保 貴之, 古川 徹生
    • Organizer
      第23回ファジィシステムシンポジウム論文集
    • Place of Presentation
      名城大学
    • Related Report
      2007 Annual Research Report
  • [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
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [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
    • 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
    • Related Report
      2007 Final Research Report Summary
  • [Book] 第6章 "mnSOM:パーツ交換可能なモジュール構造型SOM"「自己組織化マップとその応用」2007

    • Author(s)
      古川 徹生
    • Publisher
      シュプリンガー・ジャパン
    • Related Report
      2007 Annual Research Report

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Published: 2005-04-01   Modified: 2016-04-21  

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