Cargando…

A canonical neural mechanism for behavioral variability

The ability to generate variable movements is essential for learning and adjusting complex behaviours. This variability has been linked to the temporal irregularity of neuronal activity in the central nervous system. However, how neuronal irregularity actually translates into behavioural variability...

Descripción completa

Detalles Bibliográficos
Autores principales: Darshan, Ran, Wood, William E., Peters, Susan, Leblois, Arthur, Hansel, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5458148/
https://www.ncbi.nlm.nih.gov/pubmed/28530225
http://dx.doi.org/10.1038/ncomms15415
_version_ 1783241695565971456
author Darshan, Ran
Wood, William E.
Peters, Susan
Leblois, Arthur
Hansel, David
author_facet Darshan, Ran
Wood, William E.
Peters, Susan
Leblois, Arthur
Hansel, David
author_sort Darshan, Ran
collection PubMed
description The ability to generate variable movements is essential for learning and adjusting complex behaviours. This variability has been linked to the temporal irregularity of neuronal activity in the central nervous system. However, how neuronal irregularity actually translates into behavioural variability is unclear. Here we combine modelling, electrophysiological and behavioural studies to address this issue. We demonstrate that a model circuit comprising topographically organized and strongly recurrent neural networks can autonomously generate irregular motor behaviours. Simultaneous recordings of neurons in singing finches reveal that neural correlations increase across the circuit driving song variability, in agreement with the model predictions. Analysing behavioural data, we find remarkable similarities in the babbling statistics of 5–6-month-old human infants and juveniles from three songbird species and show that our model naturally accounts for these ‘universal' statistics.
format Online
Article
Text
id pubmed-5458148
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-54581482017-07-11 A canonical neural mechanism for behavioral variability Darshan, Ran Wood, William E. Peters, Susan Leblois, Arthur Hansel, David Nat Commun Article The ability to generate variable movements is essential for learning and adjusting complex behaviours. This variability has been linked to the temporal irregularity of neuronal activity in the central nervous system. However, how neuronal irregularity actually translates into behavioural variability is unclear. Here we combine modelling, electrophysiological and behavioural studies to address this issue. We demonstrate that a model circuit comprising topographically organized and strongly recurrent neural networks can autonomously generate irregular motor behaviours. Simultaneous recordings of neurons in singing finches reveal that neural correlations increase across the circuit driving song variability, in agreement with the model predictions. Analysing behavioural data, we find remarkable similarities in the babbling statistics of 5–6-month-old human infants and juveniles from three songbird species and show that our model naturally accounts for these ‘universal' statistics. Nature Publishing Group 2017-05-22 /pmc/articles/PMC5458148/ /pubmed/28530225 http://dx.doi.org/10.1038/ncomms15415 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Darshan, Ran
Wood, William E.
Peters, Susan
Leblois, Arthur
Hansel, David
A canonical neural mechanism for behavioral variability
title A canonical neural mechanism for behavioral variability
title_full A canonical neural mechanism for behavioral variability
title_fullStr A canonical neural mechanism for behavioral variability
title_full_unstemmed A canonical neural mechanism for behavioral variability
title_short A canonical neural mechanism for behavioral variability
title_sort canonical neural mechanism for behavioral variability
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5458148/
https://www.ncbi.nlm.nih.gov/pubmed/28530225
http://dx.doi.org/10.1038/ncomms15415
work_keys_str_mv AT darshanran acanonicalneuralmechanismforbehavioralvariability
AT woodwilliame acanonicalneuralmechanismforbehavioralvariability
AT peterssusan acanonicalneuralmechanismforbehavioralvariability
AT lebloisarthur acanonicalneuralmechanismforbehavioralvariability
AT hanseldavid acanonicalneuralmechanismforbehavioralvariability
AT darshanran canonicalneuralmechanismforbehavioralvariability
AT woodwilliame canonicalneuralmechanismforbehavioralvariability
AT peterssusan canonicalneuralmechanismforbehavioralvariability
AT lebloisarthur canonicalneuralmechanismforbehavioralvariability
AT hanseldavid canonicalneuralmechanismforbehavioralvariability