Delayed emergence of EEG-based task-relevant representations

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.

Authors

Institutions

Publication Details

Journal
Neurobiology of Learning and Memory
Published
2025-04-15
DOI
https://doi.org/10.1016/j.nlm.2025.108052
Citations
1
Primary Topic
EEG and Brain-Computer Interfaces
Type
article
Field-Weighted Citation Impact
1.43
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Delayed emergence of EEG-based task-relevant representations

Anette Lidström, W.D. Penny, Nicho Menghi, Greta Melega et al.
1 citations
Neurobiology of Learning and Memory
EEG and Brain-Computer Interfaces
1.43
article

Delayed emergence of EEG-based task-relevant representations

Anette Lidström, W.D. Penny, Nicho Menghi, Greta Melega, Louis Renoult
article en
1 citations

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.

Neurobiology of Learning and MemoryVol. 219
University of East Anglia (GB), Karolinska Institutet (SE), Max Planck Institute for Human Cognitive and Brain Sciences (DE), Charité - Universitätsmedizin Berlin (DE)
Openalex Percentile: Top 21%
EEG and Brain-Computer Interfaces
1.43
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.