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Generalization of procedural motor sequence learning after a single practice trial

When humans begin learning new motor skills, they typically display early rapid performance improvements. It is not well understood how knowledge acquired during this early skill learning period generalizes to new, related skills. Here, we addressed this question by investigating factors influencing...

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Autores principales: Johnson, B. P., Iturrate, I., Fakhreddine, R. Y., Bönstrup, M., Buch, E. R., Robertson, E. M., Cohen, L. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558563/
https://www.ncbi.nlm.nih.gov/pubmed/37803003
http://dx.doi.org/10.1038/s41539-023-00194-7
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author Johnson, B. P.
Iturrate, I.
Fakhreddine, R. Y.
Bönstrup, M.
Buch, E. R.
Robertson, E. M.
Cohen, L. G.
author_facet Johnson, B. P.
Iturrate, I.
Fakhreddine, R. Y.
Bönstrup, M.
Buch, E. R.
Robertson, E. M.
Cohen, L. G.
author_sort Johnson, B. P.
collection PubMed
description When humans begin learning new motor skills, they typically display early rapid performance improvements. It is not well understood how knowledge acquired during this early skill learning period generalizes to new, related skills. Here, we addressed this question by investigating factors influencing generalization of early learning from a skill A to a different, but related skill B. Early skill generalization was tested over four experiments (N = 2095). Subjects successively learned two related motor sequence skills (skills A and B) over different practice schedules. Skill A and B sequences shared ordinal (i.e., matching keypress locations), transitional (i.e., ordered keypress pairs), parsing rule (i.e., distinct sequence events like repeated keypresses that can be used as a breakpoint for segmenting the sequence into smaller units) structures, or possessed no structure similarities. Results showed generalization for shared parsing rule structure between skills A and B after only a single 10-second practice trial of skill A. Manipulating the initial practice exposure to skill A (1 to 12 trials) and inter-practice rest interval (0–30 s) between skills A and B had no impact on parsing rule structure generalization. Furthermore, this generalization was not explained by stronger sensorimotor mapping between individual keypress actions and their symbolic representations. In contrast, learning from skill A did not generalize to skill B during early learning when the sequences shared only ordinal or transitional structure features. These results document sequence structure that can be very rapidly generalized during initial learning to facilitate generalization of skill.
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spelling pubmed-105585632023-10-08 Generalization of procedural motor sequence learning after a single practice trial Johnson, B. P. Iturrate, I. Fakhreddine, R. Y. Bönstrup, M. Buch, E. R. Robertson, E. M. Cohen, L. G. NPJ Sci Learn Article When humans begin learning new motor skills, they typically display early rapid performance improvements. It is not well understood how knowledge acquired during this early skill learning period generalizes to new, related skills. Here, we addressed this question by investigating factors influencing generalization of early learning from a skill A to a different, but related skill B. Early skill generalization was tested over four experiments (N = 2095). Subjects successively learned two related motor sequence skills (skills A and B) over different practice schedules. Skill A and B sequences shared ordinal (i.e., matching keypress locations), transitional (i.e., ordered keypress pairs), parsing rule (i.e., distinct sequence events like repeated keypresses that can be used as a breakpoint for segmenting the sequence into smaller units) structures, or possessed no structure similarities. Results showed generalization for shared parsing rule structure between skills A and B after only a single 10-second practice trial of skill A. Manipulating the initial practice exposure to skill A (1 to 12 trials) and inter-practice rest interval (0–30 s) between skills A and B had no impact on parsing rule structure generalization. Furthermore, this generalization was not explained by stronger sensorimotor mapping between individual keypress actions and their symbolic representations. In contrast, learning from skill A did not generalize to skill B during early learning when the sequences shared only ordinal or transitional structure features. These results document sequence structure that can be very rapidly generalized during initial learning to facilitate generalization of skill. Nature Publishing Group UK 2023-10-06 /pmc/articles/PMC10558563/ /pubmed/37803003 http://dx.doi.org/10.1038/s41539-023-00194-7 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Johnson, B. P.
Iturrate, I.
Fakhreddine, R. Y.
Bönstrup, M.
Buch, E. R.
Robertson, E. M.
Cohen, L. G.
Generalization of procedural motor sequence learning after a single practice trial
title Generalization of procedural motor sequence learning after a single practice trial
title_full Generalization of procedural motor sequence learning after a single practice trial
title_fullStr Generalization of procedural motor sequence learning after a single practice trial
title_full_unstemmed Generalization of procedural motor sequence learning after a single practice trial
title_short Generalization of procedural motor sequence learning after a single practice trial
title_sort generalization of procedural motor sequence learning after a single practice trial
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558563/
https://www.ncbi.nlm.nih.gov/pubmed/37803003
http://dx.doi.org/10.1038/s41539-023-00194-7
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