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Asymptotic model of electrical stimulation of nerve fibers.

Publication ,  Journal Article
Cranford, JP; Kim, BJ; Neu, WK
Published in: Medical & biological engineering & computing
March 2012

We present a novel theory and computational algorithm for modeling electrical stimulation of nerve fibers in three dimensions. Our approach uses singular perturbation to separate the full 3D boundary value problem into a set of 2D "transverse" problems coupled with a 1D "longitudinal" problem. The resulting asymptotic model contains not one but two activating functions (AF): the longitudinal AF that drives the slow development of the mean transmembrane potential and the transverse AF that drives the rapid polarization of the fiber in the transverse direction. The asymptotic model is implemented for a prototype 3D cylindrical fiber with a passive membrane in an isotropic extracellular region. The validity of this approach is tested by comparing the numerical solution of the asymptotic model to the analytical solutions. The results show that the asymptotic model predicts steady-state transmembrane potential directly under the electrodes with the root mean square error of 0.539 mV, i.e., 1.04% of the maximum transmembrane potential. Thus, this work has created a computationally efficient algorithm that facilitates studies of the complete spatiotemporal dynamics of nerve fibers in three dimensions.

Duke Scholars

Published In

Medical & biological engineering & computing

DOI

EISSN

1741-0444

ISSN

0140-0118

Publication Date

March 2012

Volume

50

Issue

3

Start / End Page

243 / 251

Related Subject Headings

  • Nerve Fibers
  • Models, Neurological
  • Membrane Potentials
  • Humans
  • Electric Stimulation
  • Biomedical Engineering
  • Algorithms
  • 4611 Machine learning
  • 4603 Computer vision and multimedia computation
  • 4003 Biomedical engineering
 

Citation

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Cranford, J. P., Kim, B. J., & Neu, W. K. (2012). Asymptotic model of electrical stimulation of nerve fibers. Medical & Biological Engineering & Computing, 50(3), 243–251. https://doi.org/10.1007/s11517-012-0870-3
Cranford, Jonathan P., Brian J. Kim, and Wanda Krassowska Neu. “Asymptotic model of electrical stimulation of nerve fibers.Medical & Biological Engineering & Computing 50, no. 3 (March 2012): 243–51. https://doi.org/10.1007/s11517-012-0870-3.
Cranford JP, Kim BJ, Neu WK. Asymptotic model of electrical stimulation of nerve fibers. Medical & biological engineering & computing. 2012 Mar;50(3):243–51.
Cranford, Jonathan P., et al. “Asymptotic model of electrical stimulation of nerve fibers.Medical & Biological Engineering & Computing, vol. 50, no. 3, Mar. 2012, pp. 243–51. Epmc, doi:10.1007/s11517-012-0870-3.
Cranford JP, Kim BJ, Neu WK. Asymptotic model of electrical stimulation of nerve fibers. Medical & biological engineering & computing. 2012 Mar;50(3):243–251.
Journal cover image

Published In

Medical & biological engineering & computing

DOI

EISSN

1741-0444

ISSN

0140-0118

Publication Date

March 2012

Volume

50

Issue

3

Start / End Page

243 / 251

Related Subject Headings

  • Nerve Fibers
  • Models, Neurological
  • Membrane Potentials
  • Humans
  • Electric Stimulation
  • Biomedical Engineering
  • Algorithms
  • 4611 Machine learning
  • 4603 Computer vision and multimedia computation
  • 4003 Biomedical engineering