Literature DB >> 8581883

Encoding with bursting, subthreshold oscillations, and noise in mammalian cold receptors.

A Longtin1, K Hinzer.   

Abstract

Mammalian cold thermoreceptors encode steady-state temperatures into characteristic temporal patterns of action potentials. We propose a mechanism for the encoding process. It is based on Plant's ionic model of slow wave bursting, to which stochastic forcing is added. The model reproduces firing patterns from cat lingual cold receptors as the parameters most likely to underlie the thermosensitivity of these receptors varied over a 25 degrees C range. The sequence of firing patterns goes from regular bursting, to simple periodic, to stochastically phase-locked firing or "skipping." The skipping at higher temperatures is shown to necessitate an interaction between noise and a subthreshold endogenous oscillation in the receptor. The basic period of all patterns is robust to noise. Further, noise extends the range of encodable stimuli. An increase in firing irregularity with temperature also results from the loss of stability accompanying the approach by the slow dynamics of a reverse Hopf bifurcation. The results are not dependent on the precise details of the Plant model, but are generic features of models where an autonomous slow wave arises through a Hopf bifurcation. The model also addresses the variability of the firing patterns across fibers. An alternate model of slow-wave bursting (Chay and Fan 1993) in which skipping can occur without noise is also analyzed here in the context of cold thermoreception. Our study quantifies the possible origins and relative contribution of deterministic and stochastic dynamics to the coding scheme. Implications of our findings for sensory coding are discussed.

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Year:  1996        PMID: 8581883     DOI: 10.1162/neco.1996.8.2.215

Source DB:  PubMed          Journal:  Neural Comput        ISSN: 0899-7667            Impact factor:   2.026


  15 in total

1.  Low-dimensional dynamics in sensory biology 2: facial cold receptors of the rat.

Authors:  H A Braun; M Dewald; K Schäfer; K Voigt; X Pei; K Dolan; F Moss
Journal:  J Comput Neurosci       Date:  1999 Jul-Aug       Impact factor: 1.621

2.  Membrane resonance and stochastic resonance modulate firing patterns of thalamocortical neurons.

Authors:  Stefan Reinker; Ernest Puil; Robert M Miura
Journal:  J Comput Neurosci       Date:  2004 Jan-Feb       Impact factor: 1.621

3.  Low-dimensional dynamics in sensory biology. 1: Thermally sensitive electroreceptors of the catfish.

Authors:  H A Braun; K Schäfer; K Voigt; R Peters; F Bretschneider; X Pei; L Wilkens; F Moss
Journal:  J Comput Neurosci       Date:  1997-11       Impact factor: 1.621

4.  Noise-induced burst and spike synchronizations in an inhibitory small-world network of subthreshold bursting neurons.

Authors:  Sang-Yoon Kim; Woochang Lim
Journal:  Cogn Neurodyn       Date:  2014-11-29       Impact factor: 5.082

5.  The shaping of intrinsic membrane potential oscillations: positive/negative feedback, ionic resonance/amplification, nonlinearities and time scales.

Authors:  Horacio G Rotstein
Journal:  J Comput Neurosci       Date:  2016-12-01       Impact factor: 1.621

6.  Synchronous spikes are necessary but not sufficient for a synchrony code in populations of spiking neurons.

Authors:  Jan Grewe; Alexandra Kruscha; Benjamin Lindner; Jan Benda
Journal:  Proc Natl Acad Sci U S A       Date:  2017-02-15       Impact factor: 11.205

Review 7.  The voltage and spiking responses of subthreshold resonant neurons to structured and fluctuating inputs: persistence and loss of resonance and variability.

Authors:  Rodrigo F O Pena; Horacio G Rotstein
Journal:  Biol Cybern       Date:  2022-01-17       Impact factor: 2.086

8.  Effect of spike-timing-dependent plasticity on stochastic burst synchronization in a scale-free neuronal network.

Authors:  Sang-Yoon Kim; Woochang Lim
Journal:  Cogn Neurodyn       Date:  2018-01-10       Impact factor: 5.082

9.  Origin of intrinsic irregular firing in cortical interneurons.

Authors:  Klaus M Stiefel; Bernhard Englitz; Terrence J Sejnowski
Journal:  Proc Natl Acad Sci U S A       Date:  2013-04-22       Impact factor: 11.205

10.  Spontaneous excitation patterns computed for axons with injury-like impairments of sodium channels and Na/K pumps.

Authors:  Na Yu; Catherine E Morris; Béla Joós; André Longtin
Journal:  PLoS Comput Biol       Date:  2012-09-13       Impact factor: 4.475

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