Finite difference neuroelectric modeling software

被引:3
|
作者
Dang, Hung V. [1 ,2 ]
Ng, Kwong T. [1 ]
机构
[1] New Mexico State Univ, Klipsch Sch Elect & Comp Engn, Las Cruces, NM 88003 USA
[2] New Mexico State Univ, Dept Comp Sci, Las Cruces, NM 88003 USA
关键词
Finite difference method; FDM; Forward solver; Inverse problem; Source localization; Beamformer; LCMV; EEG SOURCE ANALYSIS; INVERSE PROBLEM; HEAD MODELS; LOCALIZATION; SIMULATIONS; RECIPROCITY; ANISOTROPY;
D O I
10.1016/j.jneumeth.2011.03.026
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
This paper describes a finite difference neuroelectric modeling software (FNS), written in C and MATLAB, which can be executed as a standalone program or integrated with other packages for electroencephalography (EEG) analysis. The package from the Oxford Center for Functional MRI of the Brain (FMRIB), FMRIB Software Library (FSL), is used to segment the anatomical magnetic resonance (MR) image for realistic head modeling. The EEG electrode array is fitted to the realistic head model using the Bioelectromagnetism MATLAB toolbox. The finite difference formulation for a general inhomogeneous anisotropic body is used to obtain the system matrix equation, which is then solved using the conjugate gradient algorithm. The reciprocity theorem is utilized to limit the number of required forward solutions to N-1, where N is the number of electrodes. Results show that the forward solver only requires 500 MB of random-access memory (RAM) for a realistic 256 x 256 x 256 head model and that the software can be conveniently combined with inverse algorithms such as beamformers and MUSIC. The software is freely available under the GNU Public License. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:359 / 363
页数:5
相关论文
共 50 条
  • [11] Modeling of NiTiHf using Finite Difference Method
    Farjam, Nazanin
    Mehrabi, Reza
    Karaca, Haluk
    Mirzaeifar, Reza
    Elahinia, Mohammad
    BEHAVIOR AND MECHANICS OF MULTIFUNCTIONAL MATERIALS AND COMPOSITES XII, 2018, 10596
  • [12] FINITE-DIFFERENCE MODELING OF ANISOTROPIC FLOWS
    KEYHANI, M
    POLEHN, RA
    JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME, 1995, 117 (02): : 458 - 464
  • [13] FINITE-DIFFERENCE MODELING OF FAULTS AND FRACTURES
    COATES, RT
    SCHOENBERG, M
    GEOPHYSICS, 1995, 60 (05) : 1514 - 1526
  • [14] Finite-difference modeling of seismoelectric logs
    Guan Wei
    Yao Ze-Xin
    Hu Heng-Shan
    CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2017, 60 (11): : 4516 - 4526
  • [15] FINITE-DIFFERENCE MODELING OF LG BLOCKAGE
    CAO, S
    MUIRHEAD, KJ
    GEOPHYSICAL JOURNAL INTERNATIONAL, 1993, 115 (01) : 85 - 96
  • [16] A modified finite difference model for the modeling of flowslides
    Wei Shen
    Tonglu Li
    Ping Li
    Jian Guo
    Landslides, 2018, 15 : 1577 - 1593
  • [17] FINITE-DIFFERENCE MODELING OF HANGINGWALL DEFORMATION
    WALTHAM, D
    JOURNAL OF STRUCTURAL GEOLOGY, 1989, 11 (04) : 433 - 437
  • [18] The precise finite difference method for seismic modeling
    Runqiu Wang
    Xiaofeng Jia
    Tianyue Hu
    Applied Geophysics, 2004, 1 (2) : 69 - 74
  • [19] On software support for finite difference schemes based on index notation
    Åhlander, K
    Otto, K
    COMPUTATIONAL SCIENCE-ICCS 2002, PT III, PROCEEDINGS, 2002, 2331 : 711 - 718
  • [20] Software design for finite difference schemes based on index notation
    Åhlander, K
    Otto, K
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2006, 22 (1-2): : 102 - 109