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The Database for Reaching Experiments and Models

Reaching is one of the central experimental paradigms in the field of motor control, and many computational models of reaching have been published. While most of these models try to explain subject data (such as movement kinematics, reaching performance, forces, etc.) from only a single experiment,...

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Detalles Bibliográficos
Autores principales: Walker, Ben, Kording, Konrad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3828298/
https://www.ncbi.nlm.nih.gov/pubmed/24244351
http://dx.doi.org/10.1371/journal.pone.0078747
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author Walker, Ben
Kording, Konrad
author_facet Walker, Ben
Kording, Konrad
author_sort Walker, Ben
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description Reaching is one of the central experimental paradigms in the field of motor control, and many computational models of reaching have been published. While most of these models try to explain subject data (such as movement kinematics, reaching performance, forces, etc.) from only a single experiment, distinct experiments often share experimental conditions and record similar kinematics. This suggests that reaching models could be applied to (and falsified by) multiple experiments. However, using multiple datasets is difficult because experimental data formats vary widely. Standardizing data formats promises to enable scientists to test model predictions against many experiments and to compare experimental results across labs. Here we report on the development of a new resource available to scientists: a database of reaching called the Database for Reaching Experiments And Models (DREAM). DREAM collects both experimental datasets and models and facilitates their comparison by standardizing formats. The DREAM project promises to be useful for experimentalists who want to understand how their data relates to models, for modelers who want to test their theories, and for educators who want to help students better understand reaching experiments, models, and data analysis.
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spelling pubmed-38282982013-11-16 The Database for Reaching Experiments and Models Walker, Ben Kording, Konrad PLoS One Research Article Reaching is one of the central experimental paradigms in the field of motor control, and many computational models of reaching have been published. While most of these models try to explain subject data (such as movement kinematics, reaching performance, forces, etc.) from only a single experiment, distinct experiments often share experimental conditions and record similar kinematics. This suggests that reaching models could be applied to (and falsified by) multiple experiments. However, using multiple datasets is difficult because experimental data formats vary widely. Standardizing data formats promises to enable scientists to test model predictions against many experiments and to compare experimental results across labs. Here we report on the development of a new resource available to scientists: a database of reaching called the Database for Reaching Experiments And Models (DREAM). DREAM collects both experimental datasets and models and facilitates their comparison by standardizing formats. The DREAM project promises to be useful for experimentalists who want to understand how their data relates to models, for modelers who want to test their theories, and for educators who want to help students better understand reaching experiments, models, and data analysis. Public Library of Science 2013-11-14 /pmc/articles/PMC3828298/ /pubmed/24244351 http://dx.doi.org/10.1371/journal.pone.0078747 Text en © 2013 Walker, Kording http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Walker, Ben
Kording, Konrad
The Database for Reaching Experiments and Models
title The Database for Reaching Experiments and Models
title_full The Database for Reaching Experiments and Models
title_fullStr The Database for Reaching Experiments and Models
title_full_unstemmed The Database for Reaching Experiments and Models
title_short The Database for Reaching Experiments and Models
title_sort database for reaching experiments and models
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3828298/
https://www.ncbi.nlm.nih.gov/pubmed/24244351
http://dx.doi.org/10.1371/journal.pone.0078747
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