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Complex Upper-Limb Movements Are Generated by Combining Motor Primitives that Scale with the Movement Size

The hand trajectory of motion during the performance of one-dimensional point-to-point movements has been shown to be marked by motor primitives with a bell-shaped velocity profile. Researchers have investigated if motor primitives with the same shape mark also complex upper-limb movements. They hav...

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Autores principales: Miranda, Jose Garcia Vivas, Daneault, Jean-François, Vergara-Diaz, Gloria, Torres, Ângelo Frederico Souza de Oliveira e, Quixadá, Ana Paula, Fonseca, Marcus de Lemos, Vieira, João Paulo Bomfim Cruz, dos Santos, Vitor Sotero, da Figueiredo, Thiago Cruz, Pinto, Elen Beatriz, Peña, Norberto, Bonato, Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6110807/
https://www.ncbi.nlm.nih.gov/pubmed/30150687
http://dx.doi.org/10.1038/s41598-018-29470-y
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author Miranda, Jose Garcia Vivas
Daneault, Jean-François
Vergara-Diaz, Gloria
Torres, Ângelo Frederico Souza de Oliveira e
Quixadá, Ana Paula
Fonseca, Marcus de Lemos
Vieira, João Paulo Bomfim Cruz
dos Santos, Vitor Sotero
da Figueiredo, Thiago Cruz
Pinto, Elen Beatriz
Peña, Norberto
Bonato, Paolo
author_facet Miranda, Jose Garcia Vivas
Daneault, Jean-François
Vergara-Diaz, Gloria
Torres, Ângelo Frederico Souza de Oliveira e
Quixadá, Ana Paula
Fonseca, Marcus de Lemos
Vieira, João Paulo Bomfim Cruz
dos Santos, Vitor Sotero
da Figueiredo, Thiago Cruz
Pinto, Elen Beatriz
Peña, Norberto
Bonato, Paolo
author_sort Miranda, Jose Garcia Vivas
collection PubMed
description The hand trajectory of motion during the performance of one-dimensional point-to-point movements has been shown to be marked by motor primitives with a bell-shaped velocity profile. Researchers have investigated if motor primitives with the same shape mark also complex upper-limb movements. They have done so by analyzing the magnitude of the hand trajectory velocity vector. This approach has failed to identify motor primitives with a bell-shaped velocity profile as the basic elements underlying the generation of complex upper-limb movements. In this study, we examined upper-limb movements by analyzing instead the movement components defined according to a Cartesian coordinate system with axes oriented in the medio-lateral, antero-posterior, and vertical directions. To our surprise, we found out that a broad set of complex upper-limb movements can be modeled as a combination of motor primitives with a bell-shaped velocity profile defined according to the axes of the above-defined coordinate system. Most notably, we discovered that these motor primitives scale with the size of movement according to a power law. These results provide a novel key to the interpretation of brain and muscle synergy studies suggesting that human subjects use a scale-invariant encoding of movement patterns when performing upper-limb movements.
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spelling pubmed-61108072018-08-30 Complex Upper-Limb Movements Are Generated by Combining Motor Primitives that Scale with the Movement Size Miranda, Jose Garcia Vivas Daneault, Jean-François Vergara-Diaz, Gloria Torres, Ângelo Frederico Souza de Oliveira e Quixadá, Ana Paula Fonseca, Marcus de Lemos Vieira, João Paulo Bomfim Cruz dos Santos, Vitor Sotero da Figueiredo, Thiago Cruz Pinto, Elen Beatriz Peña, Norberto Bonato, Paolo Sci Rep Article The hand trajectory of motion during the performance of one-dimensional point-to-point movements has been shown to be marked by motor primitives with a bell-shaped velocity profile. Researchers have investigated if motor primitives with the same shape mark also complex upper-limb movements. They have done so by analyzing the magnitude of the hand trajectory velocity vector. This approach has failed to identify motor primitives with a bell-shaped velocity profile as the basic elements underlying the generation of complex upper-limb movements. In this study, we examined upper-limb movements by analyzing instead the movement components defined according to a Cartesian coordinate system with axes oriented in the medio-lateral, antero-posterior, and vertical directions. To our surprise, we found out that a broad set of complex upper-limb movements can be modeled as a combination of motor primitives with a bell-shaped velocity profile defined according to the axes of the above-defined coordinate system. Most notably, we discovered that these motor primitives scale with the size of movement according to a power law. These results provide a novel key to the interpretation of brain and muscle synergy studies suggesting that human subjects use a scale-invariant encoding of movement patterns when performing upper-limb movements. Nature Publishing Group UK 2018-08-27 /pmc/articles/PMC6110807/ /pubmed/30150687 http://dx.doi.org/10.1038/s41598-018-29470-y Text en © The Author(s) 2018 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
Miranda, Jose Garcia Vivas
Daneault, Jean-François
Vergara-Diaz, Gloria
Torres, Ângelo Frederico Souza de Oliveira e
Quixadá, Ana Paula
Fonseca, Marcus de Lemos
Vieira, João Paulo Bomfim Cruz
dos Santos, Vitor Sotero
da Figueiredo, Thiago Cruz
Pinto, Elen Beatriz
Peña, Norberto
Bonato, Paolo
Complex Upper-Limb Movements Are Generated by Combining Motor Primitives that Scale with the Movement Size
title Complex Upper-Limb Movements Are Generated by Combining Motor Primitives that Scale with the Movement Size
title_full Complex Upper-Limb Movements Are Generated by Combining Motor Primitives that Scale with the Movement Size
title_fullStr Complex Upper-Limb Movements Are Generated by Combining Motor Primitives that Scale with the Movement Size
title_full_unstemmed Complex Upper-Limb Movements Are Generated by Combining Motor Primitives that Scale with the Movement Size
title_short Complex Upper-Limb Movements Are Generated by Combining Motor Primitives that Scale with the Movement Size
title_sort complex upper-limb movements are generated by combining motor primitives that scale with the movement size
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6110807/
https://www.ncbi.nlm.nih.gov/pubmed/30150687
http://dx.doi.org/10.1038/s41598-018-29470-y
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