English

Improved Hodgkin & Huxley-type model for action potentials in squid

Neurons and Cognition 2020-02-07 v2

Abstract

By extending the crude Goldman-Hodgkin-Katz electrodiffusion model for resting-state membrane potentials in perfused giant axons of squid, we reformulate the Hodgkin-Huxley (HH) phenomenological quantitative model to create a new model which is simpler and based more fundamentally on electrodiffusion principles. Our dynamical system, like that of HH, behaves as a 4-dimensional resonator exhibiting subthreshold oscillations. The predicted speed of propagating action potentials at 20 degrees Celsius is in good agreement with the HH experimental value at 18.5 degrees Celsius. After the external concentration of calcium ions is reduced, the generation of repetitive rebound action potentials is predicted by our model, in agreement with experiment, when the membrane is stimulated by a brief (0.1 ms) depolarizing current. Unlike the HH model, our model predicts, in agreement with experiment, that prolonged constant-current stimulation does not generate spike trains in perfused axons. Our resonator model predicts rebound spiking following prolonged hyperpolarizing stimulation, observed at 18.5 degrees Celsius by HH but not predicted at this temperature by their quantitative model. Spiking promoted by brief hyperpolarization is also predicted, at room temperature, by our electrodiffusion model, but only at much lower temperatures (ca. 6 degrees Celsius) by the HH model. We discuss qualitatively, more completely than do HH, temperature dependences of the various physical effects which determine resting and action potentials.

Keywords

Cite

@article{arxiv.1908.05086,
  title  = {Improved Hodgkin & Huxley-type model for action potentials in squid},
  author = {P. J. Stiles and C. G. Gray},
  journal= {arXiv preprint arXiv:1908.05086},
  year   = {2020}
}

Comments

29 pages, 7 figures This replacement version contains a new section on periodic action potentials in low external calcium ion environments. It also includes expanded discussions of temperature dependences and oscillator behaviors of membrane potentials

R2 v1 2026-06-23T10:47:19.924Z