Changes in aperiodic (1/ <i>f</i> slope) activity during a picture-word interference task: Effects of congruency and sequence manipulations

Aperiodic neural activity (1/<i>f</i> EEG) has been proposed to reflect the balance between excitatory and inhibitory (E:I) inputs, with steeper spectral slopes reflecting increased inhibition and flatter slopes indicating excitation. This activity also reflects the temporal coordination of neural firing, offering insights into fundamental brain dynamics. Recent studies have shown that the 1/<i>f</i> slope is sensitive to stimulus onset, characterized by initial inhibitory shifts followed by excitatory rebounds, which may reflect cognitive control mechanisms involved in suppressing distractions and preparing goal-directed responses. However, previous works have relied on fixed temporal windows and insufficient control of ERP contamination, limiting our understanding of rapid control dynamics. Here we used newly developed time-resolved analyses to study 1/<i>f</i> spectral slope modulation during a Picture-Word Interference task, focusing on two canonical cognitive control markers: the Congruency Effect (CE) and Congruency Sequence Effect (CSE). Forty-nine participants categorized pictures while ignoring congruent or incongruent words. Behaviorally, we replicated robust CE and CSE patterns. Spectral slope analyses showed that incongruent trials elicited steeper slopes - consistent with increased inhibition - particularly in frontal and central regions, reflecting conflict-related control engagement. Moreover, CSE analyses revealed dynamic slope modulations across frontal, central, and occipital components over time, suggesting control adjustments influenced by previous trial congruency. These results provide the first fine-grained evidence that aperiodic 1/<i>f</i> EEG activity can track both immediate conflict resolution and cognitive adjustments, offering a temporally sensitive neural marker of cognitive control through modulation of E:I balance.

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Publication Details

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bioRxiv (Cold Spring Harbor Laboratory)
Published
2025-12-22
DOI
https://doi.org/10.64898/2025.12.19.695375
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
0.00

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article

Changes in aperiodic (1/ f slope) activity during a picture-word interference task: Effects of congruency and sequence manipulations

Máté Gyurkovics, Andrea De Cesarei, Maurizio Codispoti, Gabriele Gratton et al.
bioRxiv (Cold Spring Harbor Laboratory)
Neural dynamics and brain function
article

Changes in aperiodic (1/ f slope) activity during a picture-word interference task: Effects of congruency and sequence manipulations

Máté Gyurkovics, Andrea De Cesarei, Maurizio Codispoti, Gabriele Gratton, Kathy A. Low, Virginia Tronelli, Monica Fabiani, Patrycja Kalamala
article en

Abstract

Aperiodic neural activity (1/<i>f</i> EEG) has been proposed to reflect the balance between excitatory and inhibitory (E:I) inputs, with steeper spectral slopes reflecting increased inhibition and flatter slopes indicating excitation. This activity also reflects the temporal coordination of neural firing, offering insights into fundamental brain dynamics. Recent studies have shown that the 1/<i>f</i> slope is sensitive to stimulus onset, characterized by initial inhibitory shifts followed by excitatory rebounds, which may reflect cognitive control mechanisms involved in suppressing distractions and preparing goal-directed responses. However, previous works have relied on fixed temporal windows and insufficient control of ERP contamination, limiting our understanding of rapid control dynamics. Here we used newly developed time-resolved analyses to study 1/<i>f</i> spectral slope modulation during a Picture-Word Interference task, focusing on two canonical cognitive control markers: the Congruency Effect (CE) and Congruency Sequence Effect (CSE). Forty-nine participants categorized pictures while ignoring congruent or incongruent words. Behaviorally, we replicated robust CE and CSE patterns. Spectral slope analyses showed that incongruent trials elicited steeper slopes - consistent with increased inhibition - particularly in frontal and central regions, reflecting conflict-related control engagement. Moreover, CSE analyses revealed dynamic slope modulations across frontal, central, and occipital components over time, suggesting control adjustments influenced by previous trial congruency. These results provide the first fine-grained evidence that aperiodic 1/<i>f</i> EEG activity can track both immediate conflict resolution and cognitive adjustments, offering a temporally sensitive neural marker of cognitive control through modulation of E:I balance.

bioRxiv (Cold Spring Harbor Laboratory)
University of East Anglia (GB), Jagiellonian University (PL), University of Illinois Urbana-Champaign (US), University of Trento (IT), University of Bologna (IT)
National Institute on Aging
Openalex Percentile: Top 34%
Neural dynamics and brain function
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