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The Ecological Task Dynamics of Learning and Transfer in Coordinated Rhythmic Movement
Research spanning 100 years has revealed that learning a novel perception-action task is remarkably task-specific. With only a few exceptions, transfer is typically very small, even with seemingly small changes to the task. This fact has remained surprising given previous attempts to formalise the n...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8454776/ https://www.ncbi.nlm.nih.gov/pubmed/34557081 http://dx.doi.org/10.3389/fnhum.2021.718829 |
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author | Leach, Daniel Kolokotroni, Zoe Wilson, Andrew D. |
author_facet | Leach, Daniel Kolokotroni, Zoe Wilson, Andrew D. |
author_sort | Leach, Daniel |
collection | PubMed |
description | Research spanning 100 years has revealed that learning a novel perception-action task is remarkably task-specific. With only a few exceptions, transfer is typically very small, even with seemingly small changes to the task. This fact has remained surprising given previous attempts to formalise the notion of what a task is, which have been dominated by common-sense divisions of tasks into parts. This article lays out an ecologically grounded alternative, ecological task dynamics, which provides us with tools to formally define tasks as experience from the first-person perspective of the learner. We explain this approach using data from a learning and transfer experiment using bimanual coordinated rhythmic movement as the task, and acquiring a novel coordination as the goal of learning. 10 participants were extensively trained to perform 60° mean relative phase; this learning transferred to 30° and 90°, against predictions derived from our previous work. We use recent developments in the formal model of the task to guide interpretation of the learning and transfer results. |
format | Online Article Text |
id | pubmed-8454776 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84547762021-09-22 The Ecological Task Dynamics of Learning and Transfer in Coordinated Rhythmic Movement Leach, Daniel Kolokotroni, Zoe Wilson, Andrew D. Front Hum Neurosci Neuroscience Research spanning 100 years has revealed that learning a novel perception-action task is remarkably task-specific. With only a few exceptions, transfer is typically very small, even with seemingly small changes to the task. This fact has remained surprising given previous attempts to formalise the notion of what a task is, which have been dominated by common-sense divisions of tasks into parts. This article lays out an ecologically grounded alternative, ecological task dynamics, which provides us with tools to formally define tasks as experience from the first-person perspective of the learner. We explain this approach using data from a learning and transfer experiment using bimanual coordinated rhythmic movement as the task, and acquiring a novel coordination as the goal of learning. 10 participants were extensively trained to perform 60° mean relative phase; this learning transferred to 30° and 90°, against predictions derived from our previous work. We use recent developments in the formal model of the task to guide interpretation of the learning and transfer results. Frontiers Media S.A. 2021-09-07 /pmc/articles/PMC8454776/ /pubmed/34557081 http://dx.doi.org/10.3389/fnhum.2021.718829 Text en Copyright © 2021 Leach, Kolokotroni and Wilson. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Leach, Daniel Kolokotroni, Zoe Wilson, Andrew D. The Ecological Task Dynamics of Learning and Transfer in Coordinated Rhythmic Movement |
title | The Ecological Task Dynamics of Learning and Transfer in Coordinated Rhythmic Movement |
title_full | The Ecological Task Dynamics of Learning and Transfer in Coordinated Rhythmic Movement |
title_fullStr | The Ecological Task Dynamics of Learning and Transfer in Coordinated Rhythmic Movement |
title_full_unstemmed | The Ecological Task Dynamics of Learning and Transfer in Coordinated Rhythmic Movement |
title_short | The Ecological Task Dynamics of Learning and Transfer in Coordinated Rhythmic Movement |
title_sort | ecological task dynamics of learning and transfer in coordinated rhythmic movement |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8454776/ https://www.ncbi.nlm.nih.gov/pubmed/34557081 http://dx.doi.org/10.3389/fnhum.2021.718829 |
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