ArticleDevelopmental cognitive neuroscience2022
Spectral parameterization for studying neurodevelopment: How and why.
Article in Developmental cognitive neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 75 papers, 1 of them a synthesis that pooled it.
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Who cites it
75 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A Systematic Review of Aperiodic Neural Activity in Clinical Investigations.The European journal of neuroscience · 2025Pooled it
- Cannabidiol blood metabolite levels after cannabidiol treatment are associated with broadband EEG changes and improvements in visuomotor and non-verbal cognitive abilities in boys with autism requiring higher levels of support.Translational psychiatry · 2026Trial
- Excitation/inhibition balance subtypes in autism and their genetic, neural, and clinical profiles.Journal of neural transmission (Vienna, Austria : 1996) · 2026Article
- Dyadic physiological synchrony and maternal anxiety regulate infant autonomic and neural function.Developmental cognitive neuroscience · 2026Article
- Long-term reliability and stability of parameterized resting state EEG: evidence from a five-year follow-up.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Power struggles: Absolute vs. relative EEG power in developmental neuroscience.Developmental cognitive neuroscience · 2026Article
- Resting-state periodic and aperiodic brain oscillations from birth to preschool years: Aperiodic maturity predicts developmental course.Developmental cognitive neuroscience · 2026Article
- Relating ADHD to the aperiodic component of the EEG signal in both males and females across development.Developmental cognitive neuroscience · 2026Article
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- Revolutionizing Pediatric Neurophysiology With Magnetoencephalography.Psychophysiology · 2026Review
- Pharmacological manipulation of nested oscillations in human iPSC-derived 2D neuronal networks.Neurobiology of disease · 2026Article
- Reduced cortical excitability is associated with head impact severity and cognitive symptoms in adolescent football players.iScience · 2026Article
- Aperiodic Signatures of Stress Sensitivity and Depression Recurrence in Adolescents.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Effects of Early Infant Nutrition on Aperiodic Exponent From 2 to 12 Months Using EEG Analysis.Psychophysiology · 2026Article
- Article
- Confirmation of a Useful Dark-Room Resting-State Procedure: Periodic and Aperiodic MEG Activity in Children.Psychophysiology · 2026Article
- Aperiodic parameters of the fMRI power spectrum associate with preterm birth and neonatal age.Communications biology · 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
- Article
- Rhythmic and arrhythmic components from local-field potentials during non-rapid eye movement sleep in younger and older mice.Sleep advances : a journal of the Sleep Research Society · 2026Article
15 more citing papers are in PubMed but not listed here.
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7 authors.
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Abstract
A growing body of literature suggests that the explicit parameterization of neural power spectra is important for the appropriate physiological interpretation of periodic and aperiodic electroencephalogram (EEG) activity. In this paper, we discuss why parameterization is an imperative step for developmental cognitive neuroscientists interested in cognition and behavior across the lifespan, as well as how parameterization can be readily accomplished with an automated spectral parameterization ("specparam") algorithm (Donoghue et al., 2020a). We provide annotated code for power spectral parameterization, via specparam, in Jupyter Notebook and R Studio. We then apply this algorithm to EEG data in childhood (N = 60; M
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