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High Speed Electric and Magnetic Field calculation Algorithm for fMRI-MEG Integrative Analysis of Neural Activity

Research Project

Project/Area Number 17560371
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Measurement engineering
Research InstitutionKyoto University

Principal Investigator

HAMADA Shoji  Kyoto University, Graduate school of Engineering, Associate Professor, 工学研究科, 助教授 (20246656)

Co-Investigator(Kenkyū-buntansha) KOBAYASHI Tetsuo  Kyoto University, Graduate school of Engineering, Professor, 工学研究科, 教授 (40175336)
Project Period (FY) 2005 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2006: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 2005: ¥2,900,000 (Direct Cost: ¥2,900,000)
KeywordsElectric and Magnetic Field Analysis / fMRI / MEG / Surface Charge Simulation Method / Fast Multipole Method / Voxel model / Integrative Analysis
Research Abstract

1.We have developed an 'equivalent multipole moment method with polar translations (EMMM-PT)'. This method enables us to numerically calculate exact solution described by Laplace's equation in multi spheres model. We also have developed a 'fast-multipole surface-charge-simulation method for voxel models (FMM-SCM-V)'. This method adopts the FMM that is well known as an efficient 0(N) solver, and it enables us to treat high-resolution human model composed of several to hundred million voxels based on MR images.
2.Numerical calculation procedures for magnitude of MEG coil signal are classified. One way traces 'Equivalent current dipole→Potential on boundary→Magnetic flux by Geselowitz formula', the other traces 'AC coil current→Induced electric field-Magnetic flux by Eaton's reciprocity theorem'. Analyses by EMMM-PT numerically proved the identification of these two ways in multi-media tissue models.
3.The accuracy of FMM-SCM-V is estimated by comparing the numerical results by FMM-SCM-V and EMMM-PT in the grey matter region of a seven spheres head model. The standard deviation of error vector of the electric field is about 0.81% (normalized by the maximum field in the grey matter region) in the case of 0.34mm voxel size. In this case, the number of voxels, the number of surface elements, and calculation time are 106,575,801 voxels, 4,936,874 elements, 59 min. 39 sec., respectively.
4.fMRI-MEG Integrative method is performed by utilizing 'an anomalously applied least squares' and 'linearly-constrained adaptive beamformer' based on the lead field matrix calculated by the Sarvas equation. It has been found that a non-adaptive version of the latter is equivalent to the former, and the both methods have advantages and disadvantages in the spatial and temporal resolution properties.

Report

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

    (25 results)

All 2007 2006 2005

All Journal Article (24 results) Book (1 results)

  • [Journal Article] 極変換付き等価多重極モーメント法の脳磁界順計算への適用2007

    • Author(s)
      濱田昌司
    • Journal Title

      電気学会論文誌A 127巻4号

      Pages: 171-179

    • NAID

      130000085349

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A study on the Application of a Linearly-constrained Adaptive Beamformer to fMRI-MEG Integrative Analysis2007

    • Author(s)
      Shumpei Ohashi, et al.
    • Journal Title

      Transactions of the Japanese Society for Medical and Biological Engineering Vol. 45, No. 1

      Pages: 722-727

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Application of Equivalent Multipole Moment Method with Polar Translations to Forward Calculation of Neuromagnetic Fields2007

    • Author(s)
      Shoji Hamada, Mitsuhiro Kitano, Tetsuo Kobayashi
    • Journal Title

      IEEJ Trans. FM. Vol. 127, No. 4

      Pages: 171-179

    • NAID

      130000085349

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 極変換付き等価多重極モーメント法の脳磁界順計算への適用2007

    • Author(s)
      濱田昌司, 北野允大, 小林哲生
    • Journal Title

      電気学会論文誌A Vol. 127, No. 4

      Pages: 171-179

    • NAID

      130000085349

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Analysis of electric field induced by ELF magnetic field utilizing generalized equivalent multipole-moment method2006

    • Author(s)
      Shoji Hamada
    • Journal Title

      Electrical Engineering in Japan Vol. 156, No. 2

      Pages: 1-14

    • NAID

      210000181024

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ボクセルデータ用高速多重極表面電荷法による低周波磁界誘導電界計算2006

    • Author(s)
      濱田昌司
    • Journal Title

      電気学会論文誌A 126巻5号

      Pages: 355-362

    • NAID

      10018111161

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 任意低周波ダイポール磁界印加時の導体球内誘導電界の解析式2006

    • Author(s)
      北野允大
    • Journal Title

      電気学会論文誌A 126巻7号

      Pages: 725-726

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] f MRI-MEG統合解析への線形制約付きアダプティブビームフォーマの適用に関する検討2006

    • Author(s)
      大橋俊平
    • Journal Title

      生体医工学 44巻4号

      Pages: 722-727

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Analysis of electric field induced by ELF magnetic field utilizing generalized equivalent multipole-moment method2006

    • Author(s)
      Shoji Hamada, Osamu Yamamoto, Tetsuo Kobayashi
    • Journal Title

      Electrical Engineering in Japan Vol. 156, No. 2

      Pages: 1-14

    • NAID

      10015676613

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary
  • [Journal Article] Analysis of Electric Field Induce by ELF Magnetic Field Utilizing Fast-Multipole Surface-Charge-Simulation Method for Voxel Data2006

    • Author(s)
      Shoji Hamada, Tetsuo Kobayashi
    • Journal Title

      IEEJ Trans. FM. Vol. 126, No. 5

      Pages: 355-362

    • NAID

      10018111161

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Analytical Formula of Induced Electric Fields in a Spherical Conductor by an Arbitrary ELF Dipole Magnetic Field Source2006

    • Author(s)
      Mitsuhiro Kitano, Shoji Hamada, Tetsuo Kobayashi
    • Journal Title

      IEEJ Trans. FM. Vol. 126, No. 7

      Pages: 725-726

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Suuti Denkai Keisan no Kiso to Ouyou2006

    • Author(s)
      Tadasu Takuma, Shoji Hamada
    • Journal Title

      Tokyo Denki Daigaku Syuppan-kyoku

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ボクセルデータ用高速多重極表面電荷法による低周波磁界誘導電界計算2006

    • Author(s)
      濱田昌司, 小林哲生
    • Journal Title

      電気学会論文誌A Vol. 126, No. 5

      Pages: 355-362

    • NAID

      10018111161

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 任意周波数ダイポール磁界印加時の導体球内誘導電界の解析式2006

    • Author(s)
      北野允大, 濱田昌司, 小林哲生
    • Journal Title

      電気学会論文誌A Vol. 126, No. 7

      Pages: 725-726

    • Related Report
      2006 Annual Research Report
  • [Journal Article] fMRI-MEG統合解析への線形制約付きアダプティブビームフォーマの適用に関する検討2006

    • Author(s)
      大橋俊平, 隠浪康行, 鄭址旭, 濱田昌司, 小林哲生
    • Journal Title

      生体医工学 Vol. 44, No. 4

      Pages: 722-727

    • NAID

      110006249836

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 近似品質管理付きACAによる正則化最小二乗法の高速計算法2005

    • Author(s)
      濱田昌司
    • Journal Title

      電気学会論文誌A 125巻5号

      Pages: 419-426

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 等価多重極モーメント法の拡張と低周波磁界誘導電界計算への応用2005

    • Author(s)
      濱田昌司
    • Journal Title

      電気学会論文誌A 125巻6号

      Pages: 533-543

    • NAID

      10015676613

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 複数皮質活動の動的イメージングのための f MRI-MEG統合解析法2005

    • Author(s)
      隠浪康行
    • Journal Title

      生体医工学 43巻4号

      Pages: 777-784

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Solving Regularize Least Squares with Qualitatively Controlled Adaptive Cross-Approximated Matrices2005

    • Author(s)
      Shoji Hamada, Akiyoshi Tatematsu
    • Journal Title

      IEEJ Trans. FM. Vol. 125, No. 5

      Pages: 419-426

    • NAID

      10015518603

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Analysis of Electric Field Induced by ELF Magnetic Field Utilizing Generalized Equivalent Multipole-Moment Method2005

    • Author(s)
      Shoji Hamada, Osamu Yamamoto, Tetsuo Kobayashi
    • Journal Title

      IEEJ Trans. FM. Vol. 125, No. 6

      Pages: 533-543

    • NAID

      10015676613

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] An fMRI-MEG Integrative Method for Dynamic Imaging of Multiple Cortical Activities2005

    • Author(s)
      Yasuyuki Innnami, et al.
    • Journal Title

      Transactions of the Japanese Society for Medical and Biological Engineering Vol. 43, No. 4

      Pages: 777-784

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 近似品質管理付きACAによる正則化最小二乗解の高速計算法2005

    • Author(s)
      濱田昌司, 立松明芳
    • Journal Title

      電気学会論文誌A 125巻5号

      Pages: 419-426

    • NAID

      10015518603

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 等価多重極モーメント法の拡張と低周波磁界誘導電界計算への応用2005

    • Author(s)
      濱田昌司, 山本修, 小林哲生
    • Journal Title

      電気学会論文誌A 125巻6号

      Pages: 533-543

    • NAID

      10015676613

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 複数皮質活動の動的イメージングのためのfMRI-MEG統合解析法2005

    • Author(s)
      隠浪康行, 小林哲生, 濱田昌司他
    • Journal Title

      生体医工学 43巻4号

      Pages: 777-784

    • NAID

      110004704995

    • Related Report
      2005 Annual Research Report
  • [Book] 理工学講座 数値電界計算法の基礎と応用2006

    • Author(s)
      宅間董, 濱田昌司
    • Total Pages
      284
    • Publisher
      東京電機大学出版局
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Annual Research Report 2006 Final Research Report Summary

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

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