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Lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks
When spinal circuits generate rhythmic movements it is important that the neuronal activity remains within stable bounds to avoid saturation and to preserve responsiveness. Here, we simultaneously record from hundreds of neurons in lumbar spinal circuits of turtles and establish the neuronal fractio...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5135395/ https://www.ncbi.nlm.nih.gov/pubmed/27782883 http://dx.doi.org/10.7554/eLife.18805 |
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author | Petersen, Peter C Berg, Rune W |
author_facet | Petersen, Peter C Berg, Rune W |
author_sort | Petersen, Peter C |
collection | PubMed |
description | When spinal circuits generate rhythmic movements it is important that the neuronal activity remains within stable bounds to avoid saturation and to preserve responsiveness. Here, we simultaneously record from hundreds of neurons in lumbar spinal circuits of turtles and establish the neuronal fraction that operates within either a ‘mean-driven’ or a ‘fluctuation–driven’ regime. Fluctuation-driven neurons have a ‘supralinear’ input-output curve, which enhances sensitivity, whereas the mean-driven regime reduces sensitivity. We find a rich diversity of firing rates across the neuronal population as reflected in a lognormal distribution and demonstrate that half of the neurons spend at least 50 [Formula: see text] of the time in the ‘fluctuation–driven’ regime regardless of behavior. Because of the disparity in input–output properties for these two regimes, this fraction may reflect a fine trade–off between stability and sensitivity in order to maintain flexibility across behaviors. DOI: http://dx.doi.org/10.7554/eLife.18805.001 |
format | Online Article Text |
id | pubmed-5135395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-51353952016-12-05 Lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks Petersen, Peter C Berg, Rune W eLife Neuroscience When spinal circuits generate rhythmic movements it is important that the neuronal activity remains within stable bounds to avoid saturation and to preserve responsiveness. Here, we simultaneously record from hundreds of neurons in lumbar spinal circuits of turtles and establish the neuronal fraction that operates within either a ‘mean-driven’ or a ‘fluctuation–driven’ regime. Fluctuation-driven neurons have a ‘supralinear’ input-output curve, which enhances sensitivity, whereas the mean-driven regime reduces sensitivity. We find a rich diversity of firing rates across the neuronal population as reflected in a lognormal distribution and demonstrate that half of the neurons spend at least 50 [Formula: see text] of the time in the ‘fluctuation–driven’ regime regardless of behavior. Because of the disparity in input–output properties for these two regimes, this fraction may reflect a fine trade–off between stability and sensitivity in order to maintain flexibility across behaviors. DOI: http://dx.doi.org/10.7554/eLife.18805.001 eLife Sciences Publications, Ltd 2016-10-26 /pmc/articles/PMC5135395/ /pubmed/27782883 http://dx.doi.org/10.7554/eLife.18805 Text en © 2016, Petersen et al http://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Neuroscience Petersen, Peter C Berg, Rune W Lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks |
title | Lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks |
title_full | Lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks |
title_fullStr | Lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks |
title_full_unstemmed | Lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks |
title_short | Lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks |
title_sort | lognormal firing rate distribution reveals prominent fluctuation–driven regime in spinal motor networks |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5135395/ https://www.ncbi.nlm.nih.gov/pubmed/27782883 http://dx.doi.org/10.7554/eLife.18805 |
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