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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,...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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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 |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-3828298 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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