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Updated: Jun 5, 2026

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Decoding Natural Behavior from Neuroethological Embedding
Published on: October 3, 2025
Task context is broadly encoded in the human brain
Haley Keglovits1, Robert Zielinski2, Apoorva Bhandari1
1Department of Cognitive and Psychological Sciences, Brown University.
Biorxiv : the Preprint Server for Biology
|June 4, 2026
Summary
Task context is widely broadcast across the brain, not just in the dorsolateral prefrontal cortex (DLPFC). This widespread neural coding supports a context broadcast model for cognitive control.
Area of Science:
- Cognitive Neuroscience
- Neuroimaging
- Computational Neuroscience
Background:
- Cognitive control relies on task context as a top-down influence.
- The dorsolateral prefrontal cortex (DLPFC) is theorized to maintain and deploy context.
- How task context information propagates and is utilized remains unclear.
Purpose of the Study:
- To test hypotheses regarding context propagation: direct influence versus widespread broadcast.
- To investigate neural representations of task context during a hierarchical rule task.
Main Methods:
- Analysis of a large multisession fMRI dataset.
- Comparison of a hierarchical rule task with a non-hierarchical control task.
- Examination of cortex-wide activity patterns and network interactions.
Main Results:
- Superordinate task context was robustly and widely coded across all large-scale cortical networks.
- Context accounted for the most variance in cortex-wide activity.
- Integration of context with other task features occurred in specific regions, including attentional and visual streams.
Conclusions:
- Results support a context broadcast model, where context is widely available throughout the cortex.
- Contextual information is integrated with local processing in task-relevant areas.
- This challenges the notion that DLPFC solely dictates context-dependent processing.
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