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Synaptic dynamics contribute to long-term single neuron response fluctuations

Firing rate variability at the single neuron level is characterized by long-memory processes and complex statistics over a wide range of time scales (from milliseconds up to several hours). Here, we focus on the contribution of non-stationary efficacy of the ensemble of synapses–activated in respons...

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Autores principales: Reinartz, Sebastian, Biro, Istvan, Gal, Asaf, Giugliano, Michele, Marom, Shimon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4077315/
https://www.ncbi.nlm.nih.gov/pubmed/25071452
http://dx.doi.org/10.3389/fncir.2014.00071
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author Reinartz, Sebastian
Biro, Istvan
Gal, Asaf
Giugliano, Michele
Marom, Shimon
author_facet Reinartz, Sebastian
Biro, Istvan
Gal, Asaf
Giugliano, Michele
Marom, Shimon
author_sort Reinartz, Sebastian
collection PubMed
description Firing rate variability at the single neuron level is characterized by long-memory processes and complex statistics over a wide range of time scales (from milliseconds up to several hours). Here, we focus on the contribution of non-stationary efficacy of the ensemble of synapses–activated in response to a given stimulus–on single neuron response variability. We present and validate a method tailored for controlled and specific long-term activation of a single cortical neuron in vitro via synaptic or antidromic stimulation, enabling a clear separation between two determinants of neuronal response variability: membrane excitability dynamics vs. synaptic dynamics. Applying this method we show that, within the range of physiological activation frequencies, the synaptic ensemble of a given neuron is a key contributor to the neuronal response variability, long-memory processes and complex statistics observed over extended time scales. Synaptic transmission dynamics impact on response variability in stimulation rates that are substantially lower compared to stimulation rates that drive excitability resources to fluctuate. Implications to network embedded neurons are discussed.
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spelling pubmed-40773152014-07-28 Synaptic dynamics contribute to long-term single neuron response fluctuations Reinartz, Sebastian Biro, Istvan Gal, Asaf Giugliano, Michele Marom, Shimon Front Neural Circuits Neuroscience Firing rate variability at the single neuron level is characterized by long-memory processes and complex statistics over a wide range of time scales (from milliseconds up to several hours). Here, we focus on the contribution of non-stationary efficacy of the ensemble of synapses–activated in response to a given stimulus–on single neuron response variability. We present and validate a method tailored for controlled and specific long-term activation of a single cortical neuron in vitro via synaptic or antidromic stimulation, enabling a clear separation between two determinants of neuronal response variability: membrane excitability dynamics vs. synaptic dynamics. Applying this method we show that, within the range of physiological activation frequencies, the synaptic ensemble of a given neuron is a key contributor to the neuronal response variability, long-memory processes and complex statistics observed over extended time scales. Synaptic transmission dynamics impact on response variability in stimulation rates that are substantially lower compared to stimulation rates that drive excitability resources to fluctuate. Implications to network embedded neurons are discussed. Frontiers Media S.A. 2014-07-01 /pmc/articles/PMC4077315/ /pubmed/25071452 http://dx.doi.org/10.3389/fncir.2014.00071 Text en Copyright © 2014 Reinartz, Biro, Gal, Giugliano and Marom. 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
Reinartz, Sebastian
Biro, Istvan
Gal, Asaf
Giugliano, Michele
Marom, Shimon
Synaptic dynamics contribute to long-term single neuron response fluctuations
title Synaptic dynamics contribute to long-term single neuron response fluctuations
title_full Synaptic dynamics contribute to long-term single neuron response fluctuations
title_fullStr Synaptic dynamics contribute to long-term single neuron response fluctuations
title_full_unstemmed Synaptic dynamics contribute to long-term single neuron response fluctuations
title_short Synaptic dynamics contribute to long-term single neuron response fluctuations
title_sort synaptic dynamics contribute to long-term single neuron response fluctuations
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4077315/
https://www.ncbi.nlm.nih.gov/pubmed/25071452
http://dx.doi.org/10.3389/fncir.2014.00071
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