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Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex

The primate lateral prefrontal cortex (LPFC) encodes visual stimulus features while they are perceived and while they are maintained in working memory. However, it remains unclear whether perceived and memorized features are encoded by the same or different neurons and population activity patterns....

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Detalles Bibliográficos
Autores principales: Mendoza-Halliday, Diego, Martinez-Trujillo, Julio C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461493/
https://www.ncbi.nlm.nih.gov/pubmed/28569756
http://dx.doi.org/10.1038/ncomms15471
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author Mendoza-Halliday, Diego
Martinez-Trujillo, Julio C.
author_facet Mendoza-Halliday, Diego
Martinez-Trujillo, Julio C.
author_sort Mendoza-Halliday, Diego
collection PubMed
description The primate lateral prefrontal cortex (LPFC) encodes visual stimulus features while they are perceived and while they are maintained in working memory. However, it remains unclear whether perceived and memorized features are encoded by the same or different neurons and population activity patterns. Here we record LPFC neuronal activity while monkeys perceive the motion direction of a stimulus that remains visually available, or memorize the direction if the stimulus disappears. We find neurons with a wide variety of combinations of coding strength for perceived and memorized directions: some neurons encode both to similar degrees while others preferentially or exclusively encode either one. Reading out the combined activity of all neurons, a machine-learning algorithm reliably decode the motion direction and determine whether it is perceived or memorized. Our results indicate that a functionally diverse population of LPFC neurons provides a substrate for discriminating between perceptual and mnemonic representations of visual features.
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spelling pubmed-54614932017-06-13 Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex Mendoza-Halliday, Diego Martinez-Trujillo, Julio C. Nat Commun Article The primate lateral prefrontal cortex (LPFC) encodes visual stimulus features while they are perceived and while they are maintained in working memory. However, it remains unclear whether perceived and memorized features are encoded by the same or different neurons and population activity patterns. Here we record LPFC neuronal activity while monkeys perceive the motion direction of a stimulus that remains visually available, or memorize the direction if the stimulus disappears. We find neurons with a wide variety of combinations of coding strength for perceived and memorized directions: some neurons encode both to similar degrees while others preferentially or exclusively encode either one. Reading out the combined activity of all neurons, a machine-learning algorithm reliably decode the motion direction and determine whether it is perceived or memorized. Our results indicate that a functionally diverse population of LPFC neurons provides a substrate for discriminating between perceptual and mnemonic representations of visual features. Nature Publishing Group 2017-06-01 /pmc/articles/PMC5461493/ /pubmed/28569756 http://dx.doi.org/10.1038/ncomms15471 Text en Copyright © 2017, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Mendoza-Halliday, Diego
Martinez-Trujillo, Julio C.
Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex
title Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex
title_full Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex
title_fullStr Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex
title_full_unstemmed Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex
title_short Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex
title_sort neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5461493/
https://www.ncbi.nlm.nih.gov/pubmed/28569756
http://dx.doi.org/10.1038/ncomms15471
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