A Phase Model of Temperature-Dependent Mammalian Cold Receptors

Abstract

We present a tractable stochastic phase model of the temperature sensitivity of a mammalian cold receptor. Using simple linear dependencies of the amplitude, frequency, and bias on temperature, the model reproduces the experimentally observed transitions between bursting, beating, and stochastically phase-locked firing patterns. We analyze the model in the deterministic limit and predict, using a Strutt map, the number of spikes per burst for a given temperature. The inclusion of noise produces a variable number of spikes per burst and also extends the dynamic range of the neuron, both of which are analyzed in terms of the Strutt map. Our analysis can be readily applied to other receptors that display various bursting patterns following temperature changes.

Cite

Text

Roper et al. "A Phase Model of Temperature-Dependent Mammalian Cold Receptors." Neural Computation, 2000. doi:10.1162/089976600300015510

Markdown

[Roper et al. "A Phase Model of Temperature-Dependent Mammalian Cold Receptors." Neural Computation, 2000.](https://mlanthology.org/neco/2000/roper2000neco-phase/) doi:10.1162/089976600300015510

BibTeX

@article{roper2000neco-phase,
  title     = {{A Phase Model of Temperature-Dependent Mammalian Cold Receptors}},
  author    = {Roper, Peter and Bressloff, Paul C. and Longtin, André},
  journal   = {Neural Computation},
  year      = {2000},
  pages     = {1067-1093},
  doi       = {10.1162/089976600300015510},
  volume    = {12},
  url       = {https://mlanthology.org/neco/2000/roper2000neco-phase/}
}