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...
Autores principales: | , , |
---|---|
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 |