Cargando…

Dynamic range adaptation in primary motor cortical populations

Neural populations from various sensory regions demonstrate dynamic range adaptation in response to changes in the statistical distribution of their input stimuli. These adaptations help optimize the transmission of information about sensory inputs. Here, we show a similar effect in the firing rates...

Descripción completa

Detalles Bibliográficos
Autores principales: Rasmussen, Robert G, Schwartz, Andrew, Chase, Steven M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5395298/
https://www.ncbi.nlm.nih.gov/pubmed/28417848
http://dx.doi.org/10.7554/eLife.21409
_version_ 1783229855407538176
author Rasmussen, Robert G
Schwartz, Andrew
Chase, Steven M
author_facet Rasmussen, Robert G
Schwartz, Andrew
Chase, Steven M
author_sort Rasmussen, Robert G
collection PubMed
description Neural populations from various sensory regions demonstrate dynamic range adaptation in response to changes in the statistical distribution of their input stimuli. These adaptations help optimize the transmission of information about sensory inputs. Here, we show a similar effect in the firing rates of primary motor cortical cells. We trained monkeys to operate a brain-computer interface in both two- and three-dimensional virtual environments. We found that neurons in primary motor cortex exhibited a change in the amplitude of their directional tuning curves between the two tasks. We then leveraged the simultaneous nature of the recordings to test several hypotheses about the population-based mechanisms driving these changes and found that the results are most consistent with dynamic range adaptation. Our results demonstrate that dynamic range adaptation is neither limited to sensory regions nor to rescaling of monotonic stimulus intensity tuning curves, but may rather represent a canonical feature of neural encoding. DOI: http://dx.doi.org/10.7554/eLife.21409.001
format Online
Article
Text
id pubmed-5395298
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher eLife Sciences Publications, Ltd
record_format MEDLINE/PubMed
spelling pubmed-53952982017-04-20 Dynamic range adaptation in primary motor cortical populations Rasmussen, Robert G Schwartz, Andrew Chase, Steven M eLife Computational and Systems Biology Neural populations from various sensory regions demonstrate dynamic range adaptation in response to changes in the statistical distribution of their input stimuli. These adaptations help optimize the transmission of information about sensory inputs. Here, we show a similar effect in the firing rates of primary motor cortical cells. We trained monkeys to operate a brain-computer interface in both two- and three-dimensional virtual environments. We found that neurons in primary motor cortex exhibited a change in the amplitude of their directional tuning curves between the two tasks. We then leveraged the simultaneous nature of the recordings to test several hypotheses about the population-based mechanisms driving these changes and found that the results are most consistent with dynamic range adaptation. Our results demonstrate that dynamic range adaptation is neither limited to sensory regions nor to rescaling of monotonic stimulus intensity tuning curves, but may rather represent a canonical feature of neural encoding. DOI: http://dx.doi.org/10.7554/eLife.21409.001 eLife Sciences Publications, Ltd 2017-04-18 /pmc/articles/PMC5395298/ /pubmed/28417848 http://dx.doi.org/10.7554/eLife.21409 Text en © 2017, Rasmussen 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 Computational and Systems Biology
Rasmussen, Robert G
Schwartz, Andrew
Chase, Steven M
Dynamic range adaptation in primary motor cortical populations
title Dynamic range adaptation in primary motor cortical populations
title_full Dynamic range adaptation in primary motor cortical populations
title_fullStr Dynamic range adaptation in primary motor cortical populations
title_full_unstemmed Dynamic range adaptation in primary motor cortical populations
title_short Dynamic range adaptation in primary motor cortical populations
title_sort dynamic range adaptation in primary motor cortical populations
topic Computational and Systems Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5395298/
https://www.ncbi.nlm.nih.gov/pubmed/28417848
http://dx.doi.org/10.7554/eLife.21409
work_keys_str_mv AT rasmussenrobertg dynamicrangeadaptationinprimarymotorcorticalpopulations
AT schwartzandrew dynamicrangeadaptationinprimarymotorcorticalpopulations
AT chasestevenm dynamicrangeadaptationinprimarymotorcorticalpopulations