Cargando…

Reduced neural representation of arm/hand actions in the medial posterior parietal cortex

Several investigations at a single-cell level demonstrated that the medial posterior parietal area V6A is involved in encoding reaching and grasping actions in different visual conditions. Here, we looked for a “low-dimensional” representation of these encoding processes by studying macaque V6A neur...

Descripción completa

Detalles Bibliográficos
Autores principales: Bosco, A., Breveglieri, R., Filippini, M., Galletti, C., Fattori, P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6353970/
https://www.ncbi.nlm.nih.gov/pubmed/30700783
http://dx.doi.org/10.1038/s41598-018-37302-2
_version_ 1783391076444274688
author Bosco, A.
Breveglieri, R.
Filippini, M.
Galletti, C.
Fattori, P.
author_facet Bosco, A.
Breveglieri, R.
Filippini, M.
Galletti, C.
Fattori, P.
author_sort Bosco, A.
collection PubMed
description Several investigations at a single-cell level demonstrated that the medial posterior parietal area V6A is involved in encoding reaching and grasping actions in different visual conditions. Here, we looked for a “low-dimensional” representation of these encoding processes by studying macaque V6A neurons tested in three different tasks with a dimensionality reduction technique, the demixed principal component analysis (dPCA), which is very suitable for neuroprosthetics readout. We compared neural activity in reaching and grasping tasks by highlighting the portions of population variance involved in the encoding of visual information, target position, wrist orientation and grip type. The weight of visual information and task parameters in the encoding process was dependent on the task. We found that the distribution of variance captured by visual information in the three tasks did not differ significantly among the tasks, whereas the variance captured by target position and grip type parameters were significantly higher with respect to that captured by wrist orientation regardless of the number of conditions considered in each task. These results suggest a different use of relevant information according to the type of planned and executed action. This study shows a simplified picture of encoding that describes how V6A processes relevant information for action planning and execution.
format Online
Article
Text
id pubmed-6353970
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-63539702019-02-01 Reduced neural representation of arm/hand actions in the medial posterior parietal cortex Bosco, A. Breveglieri, R. Filippini, M. Galletti, C. Fattori, P. Sci Rep Article Several investigations at a single-cell level demonstrated that the medial posterior parietal area V6A is involved in encoding reaching and grasping actions in different visual conditions. Here, we looked for a “low-dimensional” representation of these encoding processes by studying macaque V6A neurons tested in three different tasks with a dimensionality reduction technique, the demixed principal component analysis (dPCA), which is very suitable for neuroprosthetics readout. We compared neural activity in reaching and grasping tasks by highlighting the portions of population variance involved in the encoding of visual information, target position, wrist orientation and grip type. The weight of visual information and task parameters in the encoding process was dependent on the task. We found that the distribution of variance captured by visual information in the three tasks did not differ significantly among the tasks, whereas the variance captured by target position and grip type parameters were significantly higher with respect to that captured by wrist orientation regardless of the number of conditions considered in each task. These results suggest a different use of relevant information according to the type of planned and executed action. This study shows a simplified picture of encoding that describes how V6A processes relevant information for action planning and execution. Nature Publishing Group UK 2019-01-30 /pmc/articles/PMC6353970/ /pubmed/30700783 http://dx.doi.org/10.1038/s41598-018-37302-2 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Bosco, A.
Breveglieri, R.
Filippini, M.
Galletti, C.
Fattori, P.
Reduced neural representation of arm/hand actions in the medial posterior parietal cortex
title Reduced neural representation of arm/hand actions in the medial posterior parietal cortex
title_full Reduced neural representation of arm/hand actions in the medial posterior parietal cortex
title_fullStr Reduced neural representation of arm/hand actions in the medial posterior parietal cortex
title_full_unstemmed Reduced neural representation of arm/hand actions in the medial posterior parietal cortex
title_short Reduced neural representation of arm/hand actions in the medial posterior parietal cortex
title_sort reduced neural representation of arm/hand actions in the medial posterior parietal cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6353970/
https://www.ncbi.nlm.nih.gov/pubmed/30700783
http://dx.doi.org/10.1038/s41598-018-37302-2
work_keys_str_mv AT boscoa reducedneuralrepresentationofarmhandactionsinthemedialposteriorparietalcortex
AT breveglierir reducedneuralrepresentationofarmhandactionsinthemedialposteriorparietalcortex
AT filippinim reducedneuralrepresentationofarmhandactionsinthemedialposteriorparietalcortex
AT gallettic reducedneuralrepresentationofarmhandactionsinthemedialposteriorparietalcortex
AT fattorip reducedneuralrepresentationofarmhandactionsinthemedialposteriorparietalcortex