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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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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 |
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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 |
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