Duraisingam, Aruna, Soria, Daniele, Palaniappan, Ramaswamy (2026) Oscillatory Correlates of Habituation: EEG Evidence of Sustained Frontal Theta Activity to Food Cues. Sensors, 26 (3). Article Number 1001. ISSN 1424-8220. E-ISSN 1424-8220. (doi:10.3390/s26031001) (KAR id:113070)
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| Official URL: https://doi.org/10.3390/s26031001 |
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Abstract
Understanding how the brain adapts to repeated food-related cues provides insight into attentional and motivational mechanisms that influence eating behaviour. Previous studies using event-related potentials (ERPs) have shown that food cues, particularly high-calorie stimuli, elicit sustained neural responses with repeated exposure. The present study extends this line of inquiry by examining the oscillatory dynamics of within-session habituation using time-frequency analysis of electroencephalographic (EEG) data from 24 healthy adult participants. Repeated presentations of the same high-calorie, low-calorie, and nonfood images were shown, and changes in power across the delta, theta, alpha, beta, and gamma bands were analysed using cluster-based permutation testing. The results revealed a significant habituation effect for the non-food image within the theta band at frontal scalp electrode clusters between 110–330 ms, characterised by a progressive reduction in power over time. In contrast, both high and low-calorie food cues maintained more stable oscillatory activity, indicating sustained attentional engagement. Participant-level analyses further suggested that changes in attentional engagement followed a graded pattern rather than clear categorical differences across stimulus types. These findings suggest that neural habituation is modulated by stimulus salience, with high-calorie food images resisting adaptation through persistent theta-band synchronisation at frontal scalp electrodes. Integrating these oscillatory results with prior time-domain evidence highlights a multi-stage attentional process: an early sensory filtering phase reflected in parietal ERPs and a sustained regulatory phase indexed by theta-band activity recorded at frontal scalp electrodes. This study provides novel evidence that time-frequency analysis captures complementary aspects of attentional adaptation that are not visible in traditional ERP measures, offering a richer understanding of how the brain maintains attention to appetitive visual stimuli.
| Item Type: | Article |
|---|---|
| DOI/Identification number: | 10.3390/s26031001 |
| Uncontrolled keywords: | Electroencephalogram (EEG); food-cue processing; frontal theta oscillations; habituation; time-frequency analysis |
| Subjects: | R Medicine > R Medicine (General) > R858 Computer applications to medicine. Medical informatics. Medical information technology |
| Institutional Unit: | Schools > School of Computing |
| Former Institutional Unit: |
There are no former institutional units.
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| Funders: | University of Kent (https://ror.org/00xkeyj56) |
| Depositing User: | Palaniappan Ramaswamy |
| Date Deposited: | 10 Feb 2026 14:51 UTC |
| Last Modified: | 25 Feb 2026 03:44 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/113070 (The current URI for this page, for reference purposes) |
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https://orcid.org/0000-0002-0164-8218
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