TY - JOUR
T1 - Delayed emergence of EEG-based task-relevant representations
AU - Menghi, N.
AU - Melega, G.
AU - Lidstrom, A.
AU - Renoult, L.
AU - Penny, W.
N1 - Data availability: Data will be made available on request.
PY - 2025/5
Y1 - 2025/5
N2 - 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.
AB - 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.
KW - EEG
KW - Generalization
KW - Representation Learning
KW - Wakeful rest
UR - http://www.scopus.com/inward/record.url?scp=105003997344&partnerID=8YFLogxK
U2 - 10.1016/j.nlm.2025.108052
DO - 10.1016/j.nlm.2025.108052
M3 - Article
C2 - 40239858
AN - SCOPUS:105003997344
SN - 1074-7427
VL - 219
JO - Neurobiology of Learning and Memory
JF - Neurobiology of Learning and Memory
M1 - 108052
ER -