Cognitive task information is transferred between brain regions via resting-state network topology
Takuya Ito1,2, Kaustubh R Kulkarni3, Douglas H Schultz3
1Center for Molecular and Behavioral Neuroscience, Rutgers University, Newark, NJ, 07102, USA. taku.ito1@gmail.com.
Resting-state network topology predicts cognitive task information transfer between brain regions. Global hubs coordinate this information flow, revealing the cognitive relevance of brain network structure.
Area of Science:
- Neuroscience
- Cognitive Science
- Network Science
Background:
- Resting-state network connectivity is linked to cognitive abilities.
- The precise computational role of this connectivity in cognition remains unclear.
Purpose of the Study:
- To test if resting-state functional network topology explains how brain regions computationally map and transfer cognitive task information.
- To investigate the large-scale network mechanisms underlying cognitive task information processing.
Main Methods:
- Developed a novel 'information transfer mapping' approach.
- Estimated activity flow through resting-state network connections.
- Analyzed the transfer of task-rule information in distributed brain regions.
Main Results:
- Task-rule information transfer across brain regions was predictable from resting-state network activity flow.
- Global hub regions within cognitive control networks were found to coordinate these information transfers.
- Demonstrated a link between resting-state network topology and cognitive task performance.
Conclusions:
- Resting-state network connections provide a mechanism for large-scale cognitive task information transfer.
- Global hub regions play a crucial role in coordinating information across the brain.
- Resting-state network topology is cognitively relevant and reflects underlying computational mappings.
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