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September 20, 2025Imaging Neuroscience0 citationsOpen Access

Task-related changes in aperiodic activity are related to visual working memory capacity independent of event-related potentials and alpha oscillations

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SVSian Virtue-GriffithsAFAlex FornitoSTSarah Thompson

Key Points

  • Task-related changes in aperiodic activity correlate with visual working memory capacity, indicating specific neural mechanisms.
  • Larger increases in the aperiodic exponent were associated with higher working memory capacity in 84 healthy individuals.
  • Analysis included assessing the spatial distribution of aperiodic activity during working memory tasks, focusing on frontal and parietal regions.
  • Independent of event-related potentials and alpha oscillations, findings emphasize the role of aperiodic activity in working memory.

Abstract

Abstract Research using electroencephalography (EEG) has shown that individual differences in visual working memory capacity are related to slow-wave event-related potentials (ERPs) and suppression of alpha-band oscillatory power during the delay period of memory tasks. However, recent evidence suggests that changes in non-oscillatory (aperiodic) features of the EEG signal are related to working memory performance. We assessed several features of task-related changes in aperiodic activity including its spatial distribution, the effect of memory load, and the relationships between aperiodic activity, memory capacity, slow-wave ERPs, and alpha suppression. Eighty-four healthy individuals performed a continuous recall working memory (WM) task consisting of 2, 4 or 6 coloured squares while EEG was recorded. Aperiodic activity during a baseline and WM delay period was quantified by fitting a model to the background of the EEG power spectra, which returned parameters describing the slope (exponent) and broadband offset of the spectra. The aperiodic exponent increased (i.e., slope steepened) in fronto-central electrodes during the WM delay period, whereas the offset decreased over parieto-occipital electrodes. These task-related changes in aperiodic activity did not differ between memory loads. Larger increases in the aperiodic exponent were associated with higher working memory capacity measured from both the WM task and a separate battery of complex span tasks, a relationship that was independent of slow-wave ERPs and alpha suppression. Our findings suggest that WM task-related changes in aperiodic activity are region specific and reflect an independent neural mechanism that is important for general working memory ability.

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Cite This Study

Virtue-Griffiths et al. (2025) studied this question.

synapsesocial.com/papers/68d469ba31b076d99fa66089https://doi.org/10.1162/imag.a.150
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