Brain activation during cognitive control tasks differs substantially between people but is reliable within
Katherine J Michon1, Quan Zhou1, Jahla B Osborne1
1Department of Psychology, University of Michigan, Ann Arbor, MI, United States.
Neural activity patterns for cognitive control are unique to individuals. A novel dense neuroimaging approach reveals these person-specific brain patterns are reliable across many tasks, advancing cognitive neuroscience.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Neuroimaging
Background:
- Understanding the neural basis of cognitive control is crucial but remains incomplete.
- Previous neuroimaging studies often use group averages and limited tasks, obscuring individual brain organization.
- Precision neuroimaging offers potential but typically uses limited tasks or resting-state data.
Purpose of the Study:
- To introduce and validate a dense neuroimaging approach combining precision methods with an extensive task battery.
- To investigate the reliability and specificity of neural activity patterns related to cognitive control within individuals.
- To explore how task selection influences the detection of individual differences in cognitive control.
Main Methods:
- Employed a novel dense neuroimaging approach with repeated individual sampling.
- Utilized an extensive battery of cognitive control tasks.
- Analyzed within-person and between-person similarity of neural activity patterns, controlling for anatomy.
Main Results:
- Neural activity patterns for cognitive control tasks were significantly more similar within individuals than between individuals.
- These person-specific patterns remained reliable even after accounting for anatomical similarity.
- The similarity of neural activity varied significantly across different tasks, indicating task suitability for individual difference research.
Conclusions:
- Dense neuroimaging with a large task battery is valuable for understanding individual brain organization in cognitive control.
- Cognitive control neural patterns are highly person-specific and reliable.
- Task selection critically impacts the ability to discern individual differences in cognitive control.
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