A phase model of temperature-dependent mammalian cold receptors

Citation
P. Roper et al., A phase model of temperature-dependent mammalian cold receptors, NEURAL COMP, 12(5), 2000, pp. 1067-1093
Citations number
31
Categorie Soggetti
Neurosciences & Behavoir","AI Robotics and Automatic Control
Journal title
NEURAL COMPUTATION
ISSN journal
08997667 → ACNP
Volume
12
Issue
5
Year of publication
2000
Pages
1067 - 1093
Database
ISI
SICI code
0899-7667(200005)12:5<1067:APMOTM>2.0.ZU;2-2
Abstract
We present a tractable stochastic phase model of the temperature sensitivit y of a mammalian cold receptor. Using simple linear dependencies of the amp litude, frequency, and bias on temperature, the model reproduces the experi mentally observed transitions between bursting, beating, and stochastically phase-locked firing patterns. We analyze the model in the deterministic li mit and predict, using a Strutt map, the number of spikes per burst for a g iven temperature. The inclusion of noise produces a variable number of spik es per burst and also extends the dynamic range of the neuron, both of whic h are analyzed in terms of the Strutt map. Our analysis can be readily appl ied to other receptors that display various bursting patterns following tem perature changes.