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Updated: Jan 17, 2026

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EEG Mu Rhythm in Typical and Atypical Development
Published on: April 9, 2014
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Variation in moment-to-moment brain state engagement follows a consistent trajectory during development.
Jean Ye1, Link Tejavibulya1, Wei Dai2
1Interdepartmental Neuroscience Program, Yale University, New Haven, CT 06511, USA.
Neuron
|September 18, 2025
Summary
Brain signal variability (SEV) changes throughout development, stabilizing in mid-adolescence. This developmental trajectory predicts executive function in youth, with deviations linked to poorer performance.
Area of Science:
- Neuroscience
- Developmental Neuroscience
- Cognitive Neuroscience
Background:
- Neural variability, the fluctuation in brain signals, supports adaptable brain function.
- This adaptability is crucial during development, a period of significant change.
- Understanding developmental changes in moment-to-moment brain state engagement variability is limited.
Purpose of the Study:
- To investigate the developmental trajectory of state engagement variability (SEV).
- To determine if SEV predicts executive function (EF) in youth.
- To explore the relationship between SEV development and EF outcomes.
Main Methods:
- Utilized a novel computational framework to analyze SEV.
- Examined cross-sectional and longitudinal datasets (N > 3,000) to identify age-related SEV patterns.
- Assessed SEV's predictive power for EF using an independent youth dataset.
Main Results:
- Identified a consistent pattern of SEV changes across development.
- Observed SEV stabilization around mid-adolescence, with sex and state-specific timing.
- Demonstrated that SEV predicts EF, and deviations from the typical SEV trajectory correlate with poorer EF.
Conclusions:
- SEV exhibits a distinct developmental trajectory that matures through adolescence.
- SEV development is linked to executive function, suggesting a neural basis for cognitive maturation.
- Deviations in SEV development may indicate altered cognitive development pathways.
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