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Dynamic hidden states underlying working memory guided behaviour

Recent theoretical models propose that working memory is mediated by rapid transitions in ‘activity-silent’ neural states (e.g., short-term synaptic plasticity). According to the dynamic coding framework, such hidden state transitions flexibly configure memory networks for memory-guided behaviour, a...

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Detalles Bibliográficos
Autores principales: Wolff, Michael J., Jochim, Janina, Akyürek, Elkan G., Stokes, Mark G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5446784/
https://www.ncbi.nlm.nih.gov/pubmed/28414333
http://dx.doi.org/10.1038/nn.4546
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author Wolff, Michael J.
Jochim, Janina
Akyürek, Elkan G.
Stokes, Mark G.
author_facet Wolff, Michael J.
Jochim, Janina
Akyürek, Elkan G.
Stokes, Mark G.
author_sort Wolff, Michael J.
collection PubMed
description Recent theoretical models propose that working memory is mediated by rapid transitions in ‘activity-silent’ neural states (e.g., short-term synaptic plasticity). According to the dynamic coding framework, such hidden state transitions flexibly configure memory networks for memory-guided behaviour, and dissolve them equally fast to allow forgetting. We developed a novel perturbation approach to measure mnemonic hidden states in electroencephalogram (EEG). By ‘pinging the brain’ during maintenance, we show that memory item-specific information is decodable from the impulse response, even in the absence of attention and lingering delay activity. Moreover, hidden memories are remarkably flexible: An instruction cue that directs people to forget one item is sufficient to wipe the corresponding trace from the hidden state. In contrast, temporarily unattended items remain robustly coded in the hidden state, decoupling attentional focus from cue-directed forgetting. Finally, the strength of hidden-state coding predicts the accuracy of working memory guided behaviour, including memory precision.
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spelling pubmed-54467842017-10-17 Dynamic hidden states underlying working memory guided behaviour Wolff, Michael J. Jochim, Janina Akyürek, Elkan G. Stokes, Mark G. Nat Neurosci Article Recent theoretical models propose that working memory is mediated by rapid transitions in ‘activity-silent’ neural states (e.g., short-term synaptic plasticity). According to the dynamic coding framework, such hidden state transitions flexibly configure memory networks for memory-guided behaviour, and dissolve them equally fast to allow forgetting. We developed a novel perturbation approach to measure mnemonic hidden states in electroencephalogram (EEG). By ‘pinging the brain’ during maintenance, we show that memory item-specific information is decodable from the impulse response, even in the absence of attention and lingering delay activity. Moreover, hidden memories are remarkably flexible: An instruction cue that directs people to forget one item is sufficient to wipe the corresponding trace from the hidden state. In contrast, temporarily unattended items remain robustly coded in the hidden state, decoupling attentional focus from cue-directed forgetting. Finally, the strength of hidden-state coding predicts the accuracy of working memory guided behaviour, including memory precision. 2017-04-17 2017-06 /pmc/articles/PMC5446784/ /pubmed/28414333 http://dx.doi.org/10.1038/nn.4546 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Wolff, Michael J.
Jochim, Janina
Akyürek, Elkan G.
Stokes, Mark G.
Dynamic hidden states underlying working memory guided behaviour
title Dynamic hidden states underlying working memory guided behaviour
title_full Dynamic hidden states underlying working memory guided behaviour
title_fullStr Dynamic hidden states underlying working memory guided behaviour
title_full_unstemmed Dynamic hidden states underlying working memory guided behaviour
title_short Dynamic hidden states underlying working memory guided behaviour
title_sort dynamic hidden states underlying working memory guided behaviour
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5446784/
https://www.ncbi.nlm.nih.gov/pubmed/28414333
http://dx.doi.org/10.1038/nn.4546
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