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Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise
Electrical signaling in neurons is mediated by the opening and closing of large numbers of individual ion channels. The ion channels' state transitions are stochastic and introduce fluctuations in the macroscopic current through ion channel populations. This creates an unavoidable source of int...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2014
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4199219/ https://www.ncbi.nlm.nih.gov/pubmed/25360105 http://dx.doi.org/10.3389/fncom.2014.00105 |
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author | O'Donnell, Cian van Rossum, Mark C. W. |
author_facet | O'Donnell, Cian van Rossum, Mark C. W. |
author_sort | O'Donnell, Cian |
collection | PubMed |
description | Electrical signaling in neurons is mediated by the opening and closing of large numbers of individual ion channels. The ion channels' state transitions are stochastic and introduce fluctuations in the macroscopic current through ion channel populations. This creates an unavoidable source of intrinsic electrical noise for the neuron, leading to fluctuations in the membrane potential and spontaneous spikes. While this effect is well known, the impact of channel noise on single neuron dynamics remains poorly understood. Most results are based on numerical simulations. There is no agreement, even in theoretical studies, on which ion channel type is the dominant noise source, nor how inclusion of additional ion channel types affects voltage noise. Here we describe a framework to calculate voltage noise directly from an arbitrary set of ion channel models, and discuss how this can be use to estimate spontaneous spike rates. |
format | Online Article Text |
id | pubmed-4199219 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-41992192014-10-30 Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise O'Donnell, Cian van Rossum, Mark C. W. Front Comput Neurosci Neuroscience Electrical signaling in neurons is mediated by the opening and closing of large numbers of individual ion channels. The ion channels' state transitions are stochastic and introduce fluctuations in the macroscopic current through ion channel populations. This creates an unavoidable source of intrinsic electrical noise for the neuron, leading to fluctuations in the membrane potential and spontaneous spikes. While this effect is well known, the impact of channel noise on single neuron dynamics remains poorly understood. Most results are based on numerical simulations. There is no agreement, even in theoretical studies, on which ion channel type is the dominant noise source, nor how inclusion of additional ion channel types affects voltage noise. Here we describe a framework to calculate voltage noise directly from an arbitrary set of ion channel models, and discuss how this can be use to estimate spontaneous spike rates. Frontiers Media S.A. 2014-09-04 /pmc/articles/PMC4199219/ /pubmed/25360105 http://dx.doi.org/10.3389/fncom.2014.00105 Text en Copyright © 2014 O'Donnell and van Rossum. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience O'Donnell, Cian van Rossum, Mark C. W. Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise |
title | Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise |
title_full | Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise |
title_fullStr | Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise |
title_full_unstemmed | Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise |
title_short | Systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise |
title_sort | systematic analysis of the contributions of stochastic voltage gated channels to neuronal noise |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4199219/ https://www.ncbi.nlm.nih.gov/pubmed/25360105 http://dx.doi.org/10.3389/fncom.2014.00105 |
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