Literature DB >> 34311449

Boundary element fast multipole method for modeling electrical brain stimulation with voltage and current electrodes.

Sergey N Makarov1,2, Laleh Golestanirad3, William A Wartman1, Bach Thanh Nguyen3, Gregory M Noetscher1, Jyrki P Ahveninen2, Kyoko Fujimoto4, Konstantin Weise5, Aapo R Nummenmaa2.   

Abstract

Objective. To formulate, validate, and apply an alternative to the finite element method (FEM) high-resolution modeling technique for electrical brain stimulation-the boundary element fast multipole method (BEM-FMM). To include practical electrode models for both surface and embedded electrodes.Approach. Integral equations of the boundary element method in terms of surface charge density are combined with a general-purpose fast multipole method and are expanded for voltage, shunt, current, and floating electrodes. The solution of coupled and properly weighted/preconditioned integral equations is accompanied by enforcing global conservation laws: charge conservation law and Kirchhoff's current law.Main results.A sub-percent accuracy is reported as compared to the analytical solutions and simple validation geometries. Comparison to FEM considering realistic head models resulted in relative differences of the electric field magnitude in the range of 3%-6% or less. Quantities that contain higher order spatial derivatives, such as the activating function, are determined with a higher accuracy and a faster speed as compared to the FEM. The method can be easily combined with existing head modeling pipelines such as headreco or mri2mesh.Significance.The BEM-FMM does not rely on a volumetric mesh and is therefore particularly suitable for modeling some mesoscale problems with submillimeter (and possibly finer) resolution with high accuracy at moderate computational cost. Utilizing Helmholtz reciprocity principle makes it possible to expand the method to a solution of EEG forward problems with a very large number of cortical dipoles.
© 2021 IOP Publishing Ltd.

Entities:  

Keywords:  boundary element method; deep brain stimulation; electroencephalography; fast multipole method; intracortical microstimulation; numerical modeling; transcranial electrical stimulation

Mesh:

Year:  2021        PMID: 34311449      PMCID: PMC8783394          DOI: 10.1088/1741-2552/ac17d7

Source DB:  PubMed          Journal:  J Neural Eng        ISSN: 1741-2552            Impact factor:   5.043


  70 in total

1.  Cortical activity during motor execution, motor imagery, and imagery-based online feedback.

Authors:  Kai J Miller; Gerwin Schalk; Eberhard E Fetz; Marcel den Nijs; Jeffrey G Ojemann; Rajesh P N Rao
Journal:  Proc Natl Acad Sci U S A       Date:  2010-02-16       Impact factor: 11.205

2.  Towards human BCI applications based on cognitive brain systems: an investigation of neural signals recorded from the dorsolateral prefrontal cortex.

Authors:  Nick F Ramsey; Martijn P van de Heuvel; Kuan H Kho; Frans S S Leijten
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2006-06       Impact factor: 3.802

3.  Relationship between neural activation and electric field distribution during deep brain stimulation.

Authors:  Mattias Astrom; Elin Diczfalusy; Hubert Martens; Karin Wardell
Journal:  IEEE Trans Biomed Eng       Date:  2014-10-23       Impact factor: 4.538

4.  FastField: An open-source toolbox for efficient approximation of deep brain stimulation electric fields.

Authors:  Mehri Baniasadi; Daniele Proverbio; Jorge Gonçalves; Frank Hertel; Andreas Husch
Journal:  Neuroimage       Date:  2020-09-02       Impact factor: 6.556

Review 5.  Transcranial direct current stimulation: State of the art 2008.

Authors:  Michael A Nitsche; Leonardo G Cohen; Eric M Wassermann; Alberto Priori; Nicolas Lang; Andrea Antal; Walter Paulus; Friedhelm Hummel; Paulo S Boggio; Felipe Fregni; Alvaro Pascual-Leone
Journal:  Brain Stimul       Date:  2008-07-01       Impact factor: 8.955

6.  Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. II. Event-related synchronization in the gamma band.

Authors:  N E Crone; D L Miglioretti; B Gordon; R P Lesser
Journal:  Brain       Date:  1998-12       Impact factor: 13.501

Review 7.  Intraoperative brain mapping techniques in neuro-oncology.

Authors:  M S Berger; G A Ojemann
Journal:  Stereotact Funct Neurosurg       Date:  1992       Impact factor: 1.875

8.  Boundary Element Fast Multipole Method for Enhanced Modeling of Neurophysiological Recordings.

Authors:  Sergey N Makarov; Matti Hamalainen; Yoshio Okada; Gregory M Noetscher; Jyrki Ahveninen; Aapo Nummenmaa
Journal:  IEEE Trans Biomed Eng       Date:  2020-12-21       Impact factor: 4.538

Review 9.  Immediate neurophysiological effects of transcranial electrical stimulation.

Authors:  Anli Liu; Mihály Vöröslakos; Greg Kronberg; Simon Henin; Matthew R Krause; Yu Huang; Alexander Opitz; Ashesh Mehta; Christopher C Pack; Bart Krekelberg; Antal Berényi; Lucas C Parra; Lucia Melloni; Orrin Devinsky; György Buzsáki
Journal:  Nat Commun       Date:  2018-11-30       Impact factor: 14.919

Review 10.  Can Transcranial Electrical Stimulation Localize Brain Function?

Authors:  Anke Ninija Karabanov; Guilherme Bicalho Saturnino; Axel Thielscher; Hartwig Roman Siebner
Journal:  Front Psychol       Date:  2019-02-19
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