ArticleNeuroImage2015
Developmental changes in spontaneous electrocortical activity and network organization from early to late childhood.
Article in NeuroImage, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 90 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
90 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The development of peak alpha frequency from infancy to adolescence and its role in visual temporal processing: A meta-analysis.Developmental cognitive neuroscience · 2022Pooled it
- Adolescent cognitive control and mediofrontal theta oscillations are disrupted by neglect: Associations with transdiagnostic risk for psychopathology in a randomized controlled trial.Developmental cognitive neuroscience · 2020Trial
- Developmental variation in resting-state EEG spectral correlates of response inhibition in children and adolescents.Developmental cognitive neuroscience · 2026Article
- Scale-Dependent Development of Neural Signal Complexity and its Association with Working Memory in Childhood.Brain topography · 2026Article
- Atypical Resting-State EEG Graph Metrics of Network Efficiency Across Development in Autism and Their Association with Social Cognition: Results from the LEAP Study.Journal of autism and developmental disorders · 2026Article
- Developmental Neurotoxicity of Alcohol from Neuronal Basis to Behavioural Outcomes: A Comprehensive Review.Neurology international · 2026Review
- Contrastive Latent Functional Model.Statistics in biosciences · 2026Article
- Instability of Alpha Oscillatory States in Autism and Familial Liability: Evidence from Burst-Resolved High-Density Electroencephalography (EEG).bioRxiv : the preprint server for biology · 2026Article
- Wasserstein Boxplots for the Analysis of EEG Power Spectral Densities With Applications to Autism.Statistics in medicine · 2026Article
- Developmental patterns of mother-child similarity in executive function and electroencephalogram coherence.Journal of family psychology : JFP : journal of the Division of Family Psychology of the American Psychological Association (Division 43) · 2026Article
- Confirmation of a Useful Dark-Room Resting-State Procedure: Periodic and Aperiodic MEG Activity in Children.Psychophysiology · 2026Article
- Age-related neural dynamics of empathy in preschoolers: an EEG study with naturalistic viewing.Social cognitive and affective neuroscience · 2026Article
- Resting state aperiodic and periodic EEG activity in preschool-aged autistic children: differences from neurotypical peers and links to language skills.Molecular autism · 2026Article
- Sex differences in early brain development in a multi-site ASD likelihood cohort.Frontiers in computational neuroscience · 2026Article
- Experience shapes functional connectivity during action observation in the first year of life.Scientific reports · 2025Article
- The fractal dimension of resting state EEG increases over age in children.Cerebral cortex (New York, N.Y. : 1991) · 2025Article
- Brain Complexity and Parametrization of Power Spectral Density in Children with Specific Language Impairment.Entropy (Basel, Switzerland) · 2025Article
- White matter microstructure as a potential contributor to differences in resting state alpha activity between neurotypical and autistic children: a longitudinal multimodal imaging study.Molecular autism · 2025Article
- Temporal autocorrelation is predictive of age-An extensive MEG time-series analysis.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Disruption of functional network development in children with prenatal Zika virus exposure revealed by resting-state EEG.Scientific reports · 2025Article
30 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
We investigated the development of spontaneous (resting state) cerebral electric fields and their network organization from early to late childhood in a large community sample of children. Critically, we examined electrocortical maturation across one-year windows rather than creating aggregate averages that can miss subtle maturational trends. We implemented several novel methodological approaches including a more fine grained examination of spectral features across multiple electrodes, the use of phase-lagged functional connectivity to control for the confounding effects of volume conduction and applying topological network analyses to weighted cortical adjacency matrices. Overall, there were major decreases in absolute EEG spectral density (particularly in the slow wave range) across cortical lobes as a function of age. Moreover, the peak of the alpha frequency increased with chronological age and there was a redistribution of relative spectral density toward the higher frequency ranges, consistent with much of the previous literature. There were age differences in long range functional brain connectivity, particularly in the alpha frequency band, culminating in the most dense and spatially variable networks in the oldest children. We discovered age-related reductions in characteristic path lengths, modularity and homogeneity of alpha-band cortical networks from early to late childhood. In summary, there is evidence of large scale reorganization in endogenous brain electric fields from early to late childhood, suggesting reduced signal amplitudes in the presence of more functionally integrated and band limited coordination of neuronal activity across the cerebral cortex.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.