Literature DB >> 27782883

Lognormal firing rate distribution reveals prominent fluctuation-driven regime in spinal motor networks.

Peter C Petersen1, Rune W Berg1.   

Abstract

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 % 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.

Entities:  

Keywords:  CPG; lognormal; motor control; network; neuronal ensemble; neuroscience; spinal cord

Mesh:

Year:  2016        PMID: 27782883      PMCID: PMC5135395          DOI: 10.7554/eLife.18805

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  107 in total

Review 1.  The high-conductance state of neocortical neurons in vivo.

Authors:  Alain Destexhe; Michael Rudolph; Denis Paré
Journal:  Nat Rev Neurosci       Date:  2003-09       Impact factor: 34.870

2.  Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering.

Authors:  R Quian Quiroga; Z Nadasdy; Y Ben-Shaul
Journal:  Neural Comput       Date:  2004-08       Impact factor: 2.026

3.  On the distribution of firing rates in networks of cortical neurons.

Authors:  Alex Roxin; Nicolas Brunel; David Hansel; Gianluigi Mongillo; Carl van Vreeswijk
Journal:  J Neurosci       Date:  2011-11-09       Impact factor: 6.167

Review 4.  Motor circuits in action: specification, connectivity, and function.

Authors:  Silvia Arber
Journal:  Neuron       Date:  2012-06-21       Impact factor: 17.173

Review 5.  Locomotor circuits in the mammalian spinal cord.

Authors:  Ole Kiehn
Journal:  Annu Rev Neurosci       Date:  2006       Impact factor: 12.449

Review 6.  Biological pattern generation: the cellular and computational logic of networks in motion.

Authors:  Sten Grillner
Journal:  Neuron       Date:  2006-12-07       Impact factor: 17.173

7.  Divisive gain modulation of motoneurons by inhibition optimizes muscular control.

Authors:  Mikkel Vestergaard; Rune W Berg
Journal:  J Neurosci       Date:  2015-02-25       Impact factor: 6.167

8.  High-dimensional cluster analysis with the masked EM algorithm.

Authors:  Shabnam N Kadir; Dan F M Goodman; Kenneth D Harris
Journal:  Neural Comput       Date:  2014-08-22       Impact factor: 2.026

9.  Relationship between the time course of the afterhyperpolarization and discharge variability in cat spinal motoneurones.

Authors:  R K Powers; M D Binder
Journal:  J Physiol       Date:  2000-10-01       Impact factor: 5.182

10.  Sparse representation of sounds in the unanesthetized auditory cortex.

Authors:  Tomás Hromádka; Michael R Deweese; Anthony M Zador
Journal:  PLoS Biol       Date:  2008-01       Impact factor: 8.029

View more
  20 in total

1.  Spike threshold dynamics in spinal motoneurons during scratching and swimming.

Authors:  Ramunas Grigonis; Aidas Alaburda
Journal:  J Physiol       Date:  2017-07-26       Impact factor: 5.182

Review 2.  Sleep regulation of the distribution of cortical firing rates.

Authors:  Daniel Levenstein; Brendon O Watson; John Rinzel; György Buzsáki
Journal:  Curr Opin Neurobiol       Date:  2017-03-11       Impact factor: 6.627

3.  Spinal Cord Preparation from Adult Red-eared Turtles for Electrophysiological Recordings during Motor Activity.

Authors:  Peter C Petersen; Rune W Berg
Journal:  Bio Protoc       Date:  2017-07-05

4.  CellExplorer: A framework for visualizing and characterizing single neurons.

Authors:  Peter C Petersen; Joshua H Siegle; Nicholas A Steinmetz; Sara Mahallati; György Buzsáki
Journal:  Neuron       Date:  2021-09-29       Impact factor: 17.173

5.  Movement is governed by rotational neural dynamics in spinal motor networks.

Authors:  Henrik Lindén; Peter C Petersen; Mikkel Vestergaard; Rune W Berg
Journal:  Nature       Date:  2022-10-12       Impact factor: 69.504

Review 6.  Experience and sleep-dependent synaptic plasticity: from structure to activity.

Authors:  Linlin Sun; Hang Zhou; Joseph Cichon; Guang Yang
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2020-04-06       Impact factor: 6.237

7.  Subthreshold basis for reward-predictive persistent activity in mouse prefrontal cortex.

Authors:  Eunyoung Kim; Bilal A Bari; Jeremiah Y Cohen
Journal:  Cell Rep       Date:  2021-05-04       Impact factor: 9.423

8.  The Goldilocks zone in neural circuits.

Authors:  Mark D Humphries
Journal:  Elife       Date:  2016-12-02       Impact factor: 8.140

Review 9.  Neuronal Population Activity in Spinal Motor Circuits: Greater Than the Sum of Its Parts.

Authors:  Rune W Berg
Journal:  Front Neural Circuits       Date:  2017-12-19       Impact factor: 3.492

10.  Commentary: Synaptic Excitation in Spinal Motoneurons Alternates with Synaptic Inhibition and Is Balanced by Outward Rectification during Rhythmic Motor Network Activity.

Authors:  Rune W Berg
Journal:  Front Neural Circuits       Date:  2018-01-18       Impact factor: 3.492

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.