Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Petersen, Peter C, Berg, Rune W
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2016
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
_version_ 1782471580263120896
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
work_keys_str_mv AT petersenpeterc lognormalfiringratedistributionrevealsprominentfluctuationdrivenregimeinspinalmotornetworks
AT bergrunew lognormalfiringratedistributionrevealsprominentfluctuationdrivenregimeinspinalmotornetworks