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[Preprint]. 2024 Sep 21:2024.06.24.600427. Originally published 2024 Jun 25. [Version 2] doi: 10.1101/2024.06.24.600427

Thalamocortical contributions to hierarchical cognitive control

Xitong Chen, Stephanie Leach, Juniper Hollis, Dillan Cellier, Kai Hwang
PMCID: PMC11230235  PMID: 38979282

Abstract

Cognitive flexibility relies on hierarchically structured task representations that organize task contexts, relevant environmental features, and subordinate decisions. Despite ongoing interest in the human thalamus, its role in cognitive control has been understudied. This study explored thalamic representation and thalamocortical interactions that contribute to hierarchical cognitive control in humans. We found that several thalamic nuclei, including the anterior, mediodorsal, ventrolateral, and pulvinar nuclei, exhibited stronger evoked responses when subjects switch between task contexts. Decoding analysis revealed that thalamic activity encodes task contexts within the hierarchical task representations. To determine how thalamocortical interactions contribute to task representations, we developed a thalamocortical functional interaction model to predict task-related cortical representation. This data-driven model outperformed comparison models, particularly in predicting activity patterns in cortical regions that encode context representations. Collectively, our findings highlight the significant contribution of thalamic activity and thalamocortical interactions for contextually guided hierarchical cognitive control.

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