Low frequency oscillations – neural correlates of stability and flexibility in cognition

Abstract Cognitive processing relies on the brain’s ability to balance flexibility for encoding new information with stability for maintaining it. We examined these dynamics in three magnetoencephalography (MEG) datasets of visuospatial working memory (vsWM) tasks. Across all tasks, we identified fo...

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Main Authors: Julia Ericson, Nieves Ruiz Ibáñez, Mikael Lundqvist, Torkel Klingberg
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-60821-2
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author Julia Ericson
Nieves Ruiz Ibáñez
Mikael Lundqvist
Torkel Klingberg
author_facet Julia Ericson
Nieves Ruiz Ibáñez
Mikael Lundqvist
Torkel Klingberg
author_sort Julia Ericson
collection DOAJ
description Abstract Cognitive processing relies on the brain’s ability to balance flexibility for encoding new information with stability for maintaining it. We examined these dynamics in three magnetoencephalography (MEG) datasets of visuospatial working memory (vsWM) tasks. Across all tasks, we identified four distinct networks in the theta and alpha bands, which were used to define functional states. Optimal transitioning rate between states was associated with better cognitive performance. Further, two of the states were linked to flexibility and stability, respectively: an encoding state dominated by a posterior theta and a maintenance state dominated by a dorsal alpha. We simulated the states in an in-silico model with biologically realistic cortical connectivity. The model, featuring spiking and oscillatory cortical layers interacting via phase-amplitude coupling, demonstrated how frequency and spatial region could modulate information flow. Our findings suggest a cognitive control mechanism, where selective transitions between large-scale networks optimize information flow, enabling both stable and flexible visual representations.
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spelling doaj-art-a6838a6c7cf44b9a9da71f71d8cac9112025-06-29T11:12:57ZengNature PortfolioNature Communications2041-17232025-06-0116111410.1038/s41467-025-60821-2Low frequency oscillations – neural correlates of stability and flexibility in cognitionJulia Ericson0Nieves Ruiz Ibáñez1Mikael Lundqvist2Torkel Klingberg3Department of Neuroscience, Karolinska InstitutetDepartment of Neuroscience, Karolinska InstitutetDepartment of Clinical Neuroscience, Karolinska InstitutetDepartment of Neuroscience, Karolinska InstitutetAbstract Cognitive processing relies on the brain’s ability to balance flexibility for encoding new information with stability for maintaining it. We examined these dynamics in three magnetoencephalography (MEG) datasets of visuospatial working memory (vsWM) tasks. Across all tasks, we identified four distinct networks in the theta and alpha bands, which were used to define functional states. Optimal transitioning rate between states was associated with better cognitive performance. Further, two of the states were linked to flexibility and stability, respectively: an encoding state dominated by a posterior theta and a maintenance state dominated by a dorsal alpha. We simulated the states in an in-silico model with biologically realistic cortical connectivity. The model, featuring spiking and oscillatory cortical layers interacting via phase-amplitude coupling, demonstrated how frequency and spatial region could modulate information flow. Our findings suggest a cognitive control mechanism, where selective transitions between large-scale networks optimize information flow, enabling both stable and flexible visual representations.https://doi.org/10.1038/s41467-025-60821-2
spellingShingle Julia Ericson
Nieves Ruiz Ibáñez
Mikael Lundqvist
Torkel Klingberg
Low frequency oscillations – neural correlates of stability and flexibility in cognition
Nature Communications
title Low frequency oscillations – neural correlates of stability and flexibility in cognition
title_full Low frequency oscillations – neural correlates of stability and flexibility in cognition
title_fullStr Low frequency oscillations – neural correlates of stability and flexibility in cognition
title_full_unstemmed Low frequency oscillations – neural correlates of stability and flexibility in cognition
title_short Low frequency oscillations – neural correlates of stability and flexibility in cognition
title_sort low frequency oscillations neural correlates of stability and flexibility in cognition
url https://doi.org/10.1038/s41467-025-60821-2
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