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Study of Neural Information Processing by Spacial-Temporal Computation of Electroencephalogram, Electrooculogram and Electromyogram

Research Project

Project/Area Number 01550328
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 計測・制御工学
Research InstitutionNagoya Institute of Technology

Principal Investigator

ISHII Naohiro  Nagoya Institute of Technology Department of Electrical & Computer Engineering, Professor, 工学部, 教授 (50004619)

Co-Investigator(Kenkyū-buntansha) OHTA Tatsuro  Nagoya University, School of Medicine, Lecturer, 医学部, 講師 (00109323)
TAKAHASHI Kenichi  Nagoya Institute of Technology Department of Electrical & Computer Engineering., 工学部, 助教授 (10126922)
IWATA Akira  Nagoya Institute of Technology Department of Electrical & Computer Engineering,, 工学部, 助教授 (10093098)
IKEDA Tetsuo  Nagoya Institute of Technology Department of Electrical & Computer Engineering,, 工学部, 教授 (50005253)
SUZUMURA Nobuo  Nagoya Institute of Technology Department of Electrical & Computer Engineering,, 工学部, 教授 (10023102)
Project Period (FY) 1989 – 1990
Project Status Completed (Fiscal Year 1990)
Budget Amount *help
¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 1990: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1989: ¥1,700,000 (Direct Cost: ¥1,700,000)
KeywordsInformation Processing in Nervous System / Sleep spindles / Complex Demodulation method / Detection of spindles / Exact measurement of frequency / Sleep level of sleep / Signal analysis / 徐波の検出 / 睡眠紡鍾波 / 紡鍾波の検出法 / 波形認識法 / 脳波・眼球運動・筋電図 / 非定常波形の検出 / Complex Modulation法 / 周波数精密測定
Research Abstract

Neural information is represented in the electroencephalogram, electrooculogram, and electromyogram on the human brain and body. The purpose of this study is to extract the detailed information of the neural information and to quantify levels of mental activity, that is, consciousness and sleep, by the observation of the above EEG, EOG and EMG. Our research group has developed the fundamental results about quantification of sleep. To analyze the sleep structure, spindle waves were studied, which are prominent feature of sleep EEG. The spindle waves are analyzed by improved wave analysis methode, developed by our study.
In this study, we proposed five detective methods of spindles, each of which is characterized with respective feature values. Among these methods, a relatively simple and useful method was developed which we call the improved Complex Demoduration (CD) method. The improved CD method caluculated the exact frequency of the sleep spindle waves, which are a nonstationary time series in the stochastic sense. Superposed sleep spindles are decomposed into respective spindles by applying this method. Further, we can estimate the exact frequency of the respective spindle waves. Thus this method is a new and powerful tool to analyze such nonstationary and superposed waves. We have made a spindle wave model, which propagates as the wave on the scalp. This study was first anlyzed by applying Frequency Wave Number mthpd. We are planning next a project to clarify the characteristics of slow EEG waves.

Report

(3 results)
  • 1990 Annual Research Report   Final Research Report Summary
  • 1989 Annual Research Report
  • Research Products

    (26 results)

All Other

All Publications (26 results)

  • [Publications] 石井 直宏: "睡眠ステ-ジの脳波活動の解析" 電子情報通信学会誌. vol72. 889-893 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 上田 賀一,〓 英利,石井 直宏: "睡眠脳波解析における紡錘波の自動検出法" 電子情報通信学会論文誌(DーII). J72ーDー2. 2121-2128 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Taug Zheugweu,Nobhiro Ishii,etal: "Fast method of interpolation for freguency estimation of sinusoical and spindle data" International Journol of Systems Scieuce. 20. 2609-2617 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 〓 英利,上田 賀一,石井 直宏,他: "周波数精密計測による睡眠紡錘波の検出と解析" 日本脳波・筋電図学会誌. 18. 68-75 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Yoshikazu Ueda,Naohiro Ishii: "Spread Foms of Spindle Waves in EEG" Proceedings of the Twelfth aunual International Conference of the IEEE Eng in Medicine & Biology. 12. 845-846 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Naohiro Ishii: "Neural Neowork Model with Linear and Nonlinear Pathways." Proc.of the IASTED International Symposium: Machine Leaming & Neural Network. 89-91 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 石井 直宏(分担執筆): "生体信号ー計測と解析の実際ー" コロナ社, 276 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 塚田 稔,石井 直宏 訳: "ニュ-ラル・コンピュ-テ-ション" 森北出版, (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Naohiro Ishii: "Analysis of EEG activity during sleep stages" The Journal of the Institute of Electronics, Information and Communication Engineers. Vol. 72. 889-893 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Y. Ueda, E. Kaku, N. Ishii: "Automatic Detective Method of Sleep Spindle Analysis" The Journal of the Institute of Electronics, Information and Communication Engineers. Vol. J72-D-II. 2121-2128 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Tang Zhengwei, Naohiro Ishii: "Fast method of interpolation for frequency estimation of sinusoidal and spindle data" International Journal of Systems Science. Vol. 20. 2609-2617 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] E. Kaku, Y. Ueda, N. Ishii: "Detection and analysis of sleep spindles using exact measurement of frequency" Japanese Journal of Electroencephalography and Electromyography. Vol. 18. 68-75 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Naohiro Ishii: "Neural Network Model with Linear and Nonlinear Pathways" IASTED International Symposium : Machine Learning & Neural Network, Proceeding of the IASTED International Symposium. 89-91 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Naohiro Ishii: KORONA publishing company.Biological Information --- Measurement and Practice for Analysis----, pp. 276 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 石井 直宏: "睡眠ステ-ジの脳波活動の解析" 電子情報通信学会誌. ud.72. 889-893 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] 上田 賀一、〓 英利、石井 直宏: "睡眠脳波解析における紡鍾波の自動検出法" 電子情報通信学会論文誌DーII. J72ーbーII. 2121-2128 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] Tang Zhengwei,Naohiro Ishii.et al: "Fast method of interpolation for frequency estimafton of sinusoidal and spindle data" International Journal of Systems Science.20. 2609-2617 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] 〓 英利、上田 賀一、石井 直宏他: "周波数精密計測による睡眠紡鍾波の検出と解析" 日本脳波・筋電図学会誌. 18. 68-75 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] Yoshikazu Ueda,Naohiro Ishii: "Spread Forms of Spindle Waves in EEG" Annual lnternational Conference of the IEEE Engineering in Medicine and Biology(Procs.of 12th Internationsl Cont.). 12. 845-846 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] Naohiro Ishii: "Neurol Network Model with Linear and Nonlinear Pathuays." Proc.of the IASTED International Symposium:Machine Leaming & Newral Network. 89-91 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 石井 直宏 分担執筆.: "生体信号ー計測と解析の実際ー" コロナ社, 276 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] 石井直宏: "睡眠ステ-ジの脳波活動の解析" 電子情報通信学会誌. Vol72巻8号. 889-893 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 〓英利,上田賀一,石井直宏: "周波数解析のためのComplex Demodulation法の改良" 電子情報通信学会論文誌DーII. VolJ72ーDIINo.10. 1723-1729 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 上田賀一,〓英利,石井直宏: "睡眠脳波解析における紡錘波の自動検出法" 電子情報通信学会論文誌DーII. VolJ72ーDIINo.12. 2121-2128 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] Tang Z,N.Ishii,T.Ohta and T.Okada: "Fost Method of interpolation for frequency estimation of sinusoidal and spindfe data" International Journal of Systems Science. Vol20,No.12. 2609-2617 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 〓英利,上田賀一,石井直宏,他: "周波数精密計測による睡眠紡錘波の検出と解析" 日本脳波・筋電図学会誌 (脳波と筋電図). 18巻第1号. 68-75 (1990)

    • Related Report
      1989 Annual Research Report

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Published: 1989-04-01   Modified: 2016-04-21  

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