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.
Details
- A Graphical Approach to a Model of a Neuronal Tree With a Variable Diameter
- Herrera-Valdez, Marco A. (Author)
- Suslov, Sergei (Author)
- Vega-Guzman, Jose M. (Author)
- Simon M. Levin Mathematical, Computational and Modeling Sciences Center (Contributor)
- College of Liberal Arts and Sciences (Contributor)
-
Digital object identifier: 10.3390/math2030119
-
Identifier TypeInternational standard serial numberIdentifier Value2227-7390
-
The final version of this article, as published in Mathematics, can be viewed online at: http://www.mdpi.com/2227-7390/2/3/119
Citation and reuse
Cite this item
This is a suggested citation. Consult the appropriate style guide for specific citation guidelines.
Herrera-Valdez, M., Suslov, S., & Vega-Guzmán, J. (2014). A Graphical Approach to a Model of a Neuronal Tree with a Variable Diameter. Mathematics, 2(3), 119-135. doi:10.3390/math2030119