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Reassessing the Evidence for Capacity Limits in Neural Signals Related to Working Memory

In 2004, two landmark studies described the discovery of brain imaging (functional magnetic resonance imaging and electroencephalography) signals that increase with the number of items held in visual working memory (WM). These studies claimed that the signals leveled off (plateaued) once the number...

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Autor principal: Bays, Paul M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093359/
https://www.ncbi.nlm.nih.gov/pubmed/29329385
http://dx.doi.org/10.1093/cercor/bhx351
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author Bays, Paul M
author_facet Bays, Paul M
author_sort Bays, Paul M
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description In 2004, two landmark studies described the discovery of brain imaging (functional magnetic resonance imaging and electroencephalography) signals that increase with the number of items held in visual working memory (WM). These studies claimed that the signals leveled off (plateaued) once the number of memoranda reached the capacity of WM, as estimated by the prevailing model of the time. However, alternative models were not considered, and changing concepts of WM in the more than a decade since these studies were published necessitate a re-evaluation of their findings; newer models that provide the most accurate account of behavioral data do not incorporate a fixed limit on the number of items stored. Furthermore, an important claim made about the original studies, that signals plateau at each individual’s estimated capacity, has never been tested. Here, we pit the plateau model of signal strength against an alternative, saturation model, a biophysically plausible account in which signals increase continuously without plateau. We show that the saturation model provides a better description of the original data, challenging the assumption that imaging results provide evidence for a fixed item limit in WM.
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spelling pubmed-60933592018-08-22 Reassessing the Evidence for Capacity Limits in Neural Signals Related to Working Memory Bays, Paul M Cereb Cortex Original Articles In 2004, two landmark studies described the discovery of brain imaging (functional magnetic resonance imaging and electroencephalography) signals that increase with the number of items held in visual working memory (WM). These studies claimed that the signals leveled off (plateaued) once the number of memoranda reached the capacity of WM, as estimated by the prevailing model of the time. However, alternative models were not considered, and changing concepts of WM in the more than a decade since these studies were published necessitate a re-evaluation of their findings; newer models that provide the most accurate account of behavioral data do not incorporate a fixed limit on the number of items stored. Furthermore, an important claim made about the original studies, that signals plateau at each individual’s estimated capacity, has never been tested. Here, we pit the plateau model of signal strength against an alternative, saturation model, a biophysically plausible account in which signals increase continuously without plateau. We show that the saturation model provides a better description of the original data, challenging the assumption that imaging results provide evidence for a fixed item limit in WM. Oxford University Press 2018-04 2018-01-10 /pmc/articles/PMC6093359/ /pubmed/29329385 http://dx.doi.org/10.1093/cercor/bhx351 Text en © The Author(s) 2018. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Bays, Paul M
Reassessing the Evidence for Capacity Limits in Neural Signals Related to Working Memory
title Reassessing the Evidence for Capacity Limits in Neural Signals Related to Working Memory
title_full Reassessing the Evidence for Capacity Limits in Neural Signals Related to Working Memory
title_fullStr Reassessing the Evidence for Capacity Limits in Neural Signals Related to Working Memory
title_full_unstemmed Reassessing the Evidence for Capacity Limits in Neural Signals Related to Working Memory
title_short Reassessing the Evidence for Capacity Limits in Neural Signals Related to Working Memory
title_sort reassessing the evidence for capacity limits in neural signals related to working memory
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093359/
https://www.ncbi.nlm.nih.gov/pubmed/29329385
http://dx.doi.org/10.1093/cercor/bhx351
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