bioRxivNeurosciencePreprint
Developmental trajectories of EEG aperiodic and periodic power: Implications for understanding thalamocortical development during infancy.
Carol L. WilkinsoniD, Lisa D. YankowitziD, Jerry Y. ChaoiD, Rodrigo Gutiérrez, Jeff L. RhoadesiD, Shlomo ShinnariD, Patrick L. PurdoniD, Charles A. NelsoniD
Abstract
The development of neural circuits has long-lasting effects on brain function, yet our understanding of early circuit development in humans remains limited. Here, periodic EEG power features and aperiodic components were examined from longitudinal EEGs collected from 592 healthy 2-44 month-old infants, revealing age-dependent nonlinear changes suggestive of distinct milestones in early brain maturation. Consistent with the transient developmental progression of thalamocortical circuitry, we observe the presence and then absence of periodic alpha and high beta peaks across the three-year period, as well as the emergence of a low beta peak (12-20Hz) after six months of age. We present preliminary evidence that the emergence of the low beta peak is associated with higher thalamocortical-dependent, anesthesia-induced alpha coherence. Together, these findings suggest that early age-dependent changes in alpha and beta periodic peaks may reflect the state of thalamocortical network development.
- organism: human
- assay: electronic health records
- research focus: spatial domain detection
- approach: statistical model
- Citations
- 3
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
- Early development of electrophysiological activity: contribution of periodic and aperiodic components of the EEG signal
Josué Rico‐Picó, Sebastián Moyano, … M. Rosario Rueda·PsychophysiologyPeer-reviewed·Jun 15, 2023
- Periodic and Aperiodic Neural Activity Displays Age-Dependent Changes Across Early-to-Middle Childhood
Aron T. Hill, Gillian Maree Clark, … Peter G. Enticott·Developmental Cognitive NeurosciencePeer-reviewed·Jan 22, 2022
- Decomposing the role of alpha oscillations during brain maturation
Marius Tröndle, Tzvetan G. Popov, … Nicolas Langer·eLifePeer-reviewed·Jul 27, 2022
- Characterization of aperiodic and theta activity in preterm infants using EEG: Insights into cerebral maturation and inter-individual variability
Aline González-Carpinteiro, Hala Nasser, … Parvaneh Adibpour·Developmental Cognitive NeurosciencePeer-reviewed·Jul 10, 2026
- Longitudinal changes in aperiodic and periodic activity in electrophysiological recordings in the first seven months of life
Natalie Schaworonkow, Bradley Voytek·Developmental Cognitive NeurosciencePeer-reviewed·Dec 10, 2020
- Tracing infant sleep neurophysiology longitudinally from 3 to 6 months: EEG insights into brain development
Matthieu Beaugrand, Valeria Jaramillo, … Salomé Kurth·npj Biological Timing and SleepPeer-reviewed·Mar 3, 2026