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Task-specific neural processes underlying conflict resolution during cognitive control

Yuchen Xiao, Chien-Chen Chou, Garth Rees Cosgrove, Nathan E Crone, Scellig Stone, Joseph R Madsen, Ian Reucroft, Yen-Cheng Shih, Daniel Weisholtz, Hsiang-Yu Yu, William S. Anderson, View ORCID ProfileGabriel Kreiman
doi: https://doi.org/10.1101/2022.01.16.476535
Yuchen Xiao
1Harvard University, Cambridge, MA, USA
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Chien-Chen Chou
2Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan
3School of Medicine, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
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Garth Rees Cosgrove
4Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
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Nathan E Crone
5Johns Hopkins School of Medicine, Baltimore, MD, USA
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Scellig Stone
6Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
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Joseph R Madsen
6Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
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Ian Reucroft
5Johns Hopkins School of Medicine, Baltimore, MD, USA
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Yen-Cheng Shih
2Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan
3School of Medicine, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
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Daniel Weisholtz
4Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
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Hsiang-Yu Yu
2Department of Neurology, Taipei Veterans General Hospital, Taipei, Taiwan
3School of Medicine, National Yang Ming Chiao Tung University College of Medicine, Taipei, Taiwan
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William S. Anderson
5Johns Hopkins School of Medicine, Baltimore, MD, USA
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Gabriel Kreiman
6Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
7Center for Brains, Minds and Machines, Cambridge, MA, USA
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  • ORCID record for Gabriel Kreiman
  • For correspondence: Gabriel.kreiman@tch.harvard.edu
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Abstract

Cognitive control involves flexibly combining multiple sensory inputs with task-dependent goals during decision making. Several tasks have been proposed to examine cognitive control, including Stroop, Eriksen-Flanker, and the Multi-source interference task. Because these tasks have been studied independently, it remains unclear whether the neural signatures of cognitive control reflect abstract control mechanisms or specific combinations of sensory and behavioral aspects of each task. To address this question, here we recorded invasive neurophysiological signals from 16 subjects and directly compared the three tasks against each other. Neural activity patterns in the theta and high-gamma frequency bands differed between incongruent and congruent conditions, revealing strong modulation by conflicting task demands. These neural signals were specific to each task, generalizing within a task but not across tasks. These results highlight the complex interplay between sensory inputs, motor outputs, and task demands and argue against a universal and abstract representation of conflict.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://klab.tch.harvard.edu/resources/XiaoEtAl_CognitiveControl.html

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 January 18, 2022.
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Task-specific neural processes underlying conflict resolution during cognitive control
Yuchen Xiao, Chien-Chen Chou, Garth Rees Cosgrove, Nathan E Crone, Scellig Stone, Joseph R Madsen, Ian Reucroft, Yen-Cheng Shih, Daniel Weisholtz, Hsiang-Yu Yu, William S. Anderson, Gabriel Kreiman
bioRxiv 2022.01.16.476535; doi: https://doi.org/10.1101/2022.01.16.476535
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Task-specific neural processes underlying conflict resolution during cognitive control
Yuchen Xiao, Chien-Chen Chou, Garth Rees Cosgrove, Nathan E Crone, Scellig Stone, Joseph R Madsen, Ian Reucroft, Yen-Cheng Shih, Daniel Weisholtz, Hsiang-Yu Yu, William S. Anderson, Gabriel Kreiman
bioRxiv 2022.01.16.476535; doi: https://doi.org/10.1101/2022.01.16.476535

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