Lower Aperiodic EEG Activity is Associated with Reduced Verbal Fluency Performance Across Adulthood
Daniel J. McKeowniD, Emily R RobertsiD, Anna J FinleyiD, Nicholas J. KelleyiD, Hannah A. D. KeageiD, Victor Roger SchinaziiD, Oliver BaumanniD, Ahmed A. MoustafaiD, Douglas J. AngusiD
Abstract
Age-related cognitive decline associations with human electroencephalography (EEG) have previously focused on periodic activity. However, EEG primarily consists of non-oscillatory aperiodic activity, characterised with an exponent and offset value. In a secondary analysis of a cohort of 111 healthy participants aged 17 - 71 years, we examined the associations of the aperiodic exponent and offset in resting EEG with a battery of cognitive tests consisting of the Colour-Word Interference Test, Wechsler Adult Intelligence Scale IV Digit Span Test, Rey Auditory Learning Test, Delis-Kaplan Executive Function System Trail Making Test, and the Verbal Fluency Test. Using Principal Component Analysis and K-Means Clustering, we identified clusters of electrodes that exhibited similar aperiodic exponent and offset activity during resting-state eyes-closed EEG. Robust linear models were then used to model how aperiodic activity interacted with age and their associations with performance during each cognitive test. Offset by age interactions were identified for the Verbal Fluency Test, where smaller offsets were associated with poorer performance in adults as early as 33 years of age. Greater aperiodic activity is increasingly related to better verbal fluency performance with age in adulthood.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 9
- FWCI
- 5.11
- Field percentile
- top 4%
- Organism
- Assay
- Research Focus
- Approach
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
- The relationship between task-related aperiodic EEG activity, neural inefficiency and verbal working memory in younger and older adults
Sabrina Sghirripa, Alannah Graziano, Mitchell R. Goldsworthy·PsychophysiologyPeer-reviewed·Jan 30, 2026
- Education Shapes the Link Between EEG Aperiodic Components and Cognitive Aging
Sara Lago, Sara Zago, … Giorgio Arcara·PLoS ONEPeer-reviewed·Mar 9, 2026
- Aperiodic component of EEG power spectrum and cognitive performance in aging: the role of education
Sonia Montemurro, Daniel Borek, … Giorgio Arcara·bioRxiv·Oct 5, 2023
- Resting-State EEG Aperiodic Exponent Moderates the Association Between Age and Memory Performance in Older Adults
Alicia J Campbell, Toomas Erik Anijärv, … Sophie C. Andrews·Neurobiology of AgingPeer-reviewed·Dec 24, 2025
- Age differences in aperiodic neural activity measured with resting EEG
Ashley Merkin, Sabrina Sghirripa, … Mitchell R. Goldsworthy·bioRxiv·Aug 31, 2021
- Cognitive exertion reshapes resting-state EEG markers across the adult lifespan
Kitti Ban, Béla Weiss, … Zoltán Vidnyánszky·bioRxiv·Aug 22, 2026