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Subspace partitioning in human prefrontal cortex resolves cognitive interference

View ORCID ProfileJan Weber, View ORCID ProfileGabriela Iwama, View ORCID ProfileAnne-Kristin Solbakk, View ORCID ProfileAlejandro O. Blenkmann, View ORCID ProfilePal G. Larsson, Jugoslav Ivanovic, View ORCID ProfileRobert T. Knight, Tor Endestad, View ORCID ProfileRandolph Helfrich
doi: https://doi.org/10.1101/2022.11.16.516719
Jan Weber
1Hertie Institute for Clinical Brain Research, Center for Neurology, University Medical Center Tübingen, Tübingen, Germany
2International Max Planck Research School for the Mechanisms of Mental Function and Dysfunction, University of Tübingen, Tübingen, Germany
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Gabriela Iwama
1Hertie Institute for Clinical Brain Research, Center for Neurology, University Medical Center Tübingen, Tübingen, Germany
2International Max Planck Research School for the Mechanisms of Mental Function and Dysfunction, University of Tübingen, Tübingen, Germany
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Anne-Kristin Solbakk
3Department of Psychology, University of Oslo, Oslo, Norway
4RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, University of Oslo, Oslo, Norway
5Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
6Department of Neuropsychology, Helgeland Hospital, Mosjøen, Norway
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Alejandro O. Blenkmann
3Department of Psychology, University of Oslo, Oslo, Norway
4RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, University of Oslo, Oslo, Norway
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Pal G. Larsson
5Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
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Jugoslav Ivanovic
5Department of Neurosurgery, Oslo University Hospital, Oslo, Norway
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Robert T. Knight
7Helen Wills Neuroscience Institute, UC Berkeley, Berkeley, CA, USA
8Department of Psychology, UC Berkeley, Berkeley, CA, USA
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Tor Endestad
3Department of Psychology, University of Oslo, Oslo, Norway
4RITMO Centre for Interdisciplinary Studies in Rhythm, Time and Motion, University of Oslo, Oslo, Norway
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Randolph Helfrich
1Hertie Institute for Clinical Brain Research, Center for Neurology, University Medical Center Tübingen, Tübingen, Germany
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  • For correspondence: randolph.helfrich@gmail.com
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Abstract

Human prefrontal cortex (PFC) constitutes the structural basis underlying flexible cognitive control, where mixed-selective neural populations encode multiple task-features to guide subsequent behavior. The mechanisms by which the brain simultaneously encodes multiple task-relevant variables while minimizing interference from task-irrelevant features remain unknown. Leveraging intracranial recordings from the human PFC, we first demonstrate that competition between co-existing representations of past and present task variables incurs a behavioral switch cost. Our results reveal that this interference between past and present states in the PFC is resolved through coding partitioning into distinct low-dimensional neural states; thereby strongly attenuating behavioral switch costs. In sum, these findings uncover a fundamental coding mechanism that constitutes a central building block of flexible cognitive control.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted November 16, 2022.
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Subspace partitioning in human prefrontal cortex resolves cognitive interference
Jan Weber, Gabriela Iwama, Anne-Kristin Solbakk, Alejandro O. Blenkmann, Pal G. Larsson, Jugoslav Ivanovic, Robert T. Knight, Tor Endestad, Randolph Helfrich
bioRxiv 2022.11.16.516719; doi: https://doi.org/10.1101/2022.11.16.516719
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Subspace partitioning in human prefrontal cortex resolves cognitive interference
Jan Weber, Gabriela Iwama, Anne-Kristin Solbakk, Alejandro O. Blenkmann, Pal G. Larsson, Jugoslav Ivanovic, Robert T. Knight, Tor Endestad, Randolph Helfrich
bioRxiv 2022.11.16.516719; doi: https://doi.org/10.1101/2022.11.16.516719

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