Delayed emergence of EEG-based task-relevant representations

N. Menghi, G. Melega, A. Lidstrom, L. Renoult, W. Penny

Research output: Contribution to journalArticlepeer-review

Abstract

This paper examines the effect of a period of quiet wakefulness (an “offline wake” state) on the performance of a decision making task. An initial feedback-based learning period using a subset of stimuli, was followed by (i) a “pre-test” phase using both “old” and “new” stimuli without feedback, (ii) a delay period of either active or offline wakefulness, and (iii) a “post-test” period, again without feedback. Behaviourally, we found that offline wakefulness significantly improved generalization — the ability to apply learned knowledge to novel stimuli. However, we did not find any EEG-based neural correlates of this generalization improvement. Rather, we found that task-relevant representations emerged only after the delay period, independently of whether the delay was active or offline.

Original languageEnglish
Article number108052
JournalNeurobiology of Learning and Memory
Volume219
Early online date5 May 2025
DOIs
Publication statusPublished - May 2025

Keywords

  • EEG
  • Generalization
  • Representation Learning
  • Wakeful rest

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