bioRxivNeurosciencePreprint
Thalamocortical contributions to hierarchical cognitive control
Xitong CheniD, Stephanie C. LeachiD, Juniper Hollis, Dillan CellieriD, Kai HwangiD
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.
- organism: human
- assay: electronic health records
- research focus: cell type annotation
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Thalamocortical contribution to cognitive task activity
Evan Sorenson, James M. Shine, … Kai Hwang·eLifePeer-reviewed·Dec 20, 2022
- Hierarchical Reconfiguration of Neurocognitive Task Set Representations Mediates Cognitive Flexibility
Stephanie C. Leach, Xitong Chen, Kai Hwang·Journal of NeurosciencePeer-reviewed·Jun 11, 2026
- Task context is broadly encoded in the human brain
Haley Keglovits, Robert Zielinski, … David Badre·bioRxiv·May 18, 2026
- Thalamocortical orchestration of human theory of mind
Runhao Lu, Emily J Davidson, … R. Nathan Spreng·bioRxiv·Jul 31, 2026
- Rhythmic interactions between the mediodorsal thalamus and prefrontal cortex precede human visual perception
Benjamin James Griffiths, Tino Zaehle, … Tobias Staudigl·Nature CommunicationsPeer-reviewed·Jun 29, 2022
- The human claustrum activates across multiple cognitive tasks
C.E. Huang, Brent W. Stewart, … David Anthony Seminowicz·European Journal of NeurosciencePeer-reviewed·Nov 1, 2025