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A Graphical Approach to a Model of a Neuronal Tree with a Variable Diameter

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  • Marco A. Herrera-Valdez

    (Unidad de Sistemas Complejos, Biofásica y Fisiología, Academia Nacional de Investigación y Desarrollo, Cuernavaca, Morelos 62040, México
    Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ 85724, USA
    Instituto de Matematicas, Universidad Nacional Autonoma de Mexico, Ciudad de México, DF 04510, México)

  • Sergei K. Suslov

    (School of Mathematical and Statistical Sciences & Mathematical, Computational and Modeling Sciences Center, Arizona State University, Tempe, AZ 85287–1804, USA)

  • José M. Vega-Guzmán

    (Department of Mathematics, Howard University, 223 Academic Support Building B, Washington, DC 20059, USA)

Abstract

Tree-like structures are ubiquitous in nature. In particular, neuronal axons and dendrites have tree-like geometries that mediate electrical signaling within and between cells. Electrical activity in neuronal trees is typically modeled using coupled cable equations on multi-compartment representations, where each compartment represents a small segment of the neuronal membrane. The geometry of each compartment is usually defined as a cylinder or, at best, a surface of revolution based on a linear approximation of the radial change in the neurite. The resulting geometry of the model neuron is coarse, with non-smooth or even discontinuous jumps at the boundaries between compartments. We propose a hyperbolic approximation to model the geometry of neurite compartments, a branched, multi-compartment extension, and a simple graphical approach to calculate steady-state solutions of an associated system of coupled cable equations. A simple case of transient solutions is also briefly discussed.

Suggested Citation

  • Marco A. Herrera-Valdez & Sergei K. Suslov & José M. Vega-Guzmán, 2014. "A Graphical Approach to a Model of a Neuronal Tree with a Variable Diameter," Mathematics, MDPI, vol. 2(3), pages 1-17, July.
  • Handle: RePEc:gam:jmathe:v:2:y:2014:i:3:p:119-135:d:37968
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    References listed on IDEAS

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    1. Abbott, L.F., 1992. "Simple diagrammatic rules for solving dendritic cable problems," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 185(1), pages 343-356.
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