Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2023 Sep 19;30(9):175-184.
doi: 10.1101/lm.053753.123. Print 2023 Sep.

Sleep consolidates stimulus-response learning

Affiliations

Sleep consolidates stimulus-response learning

Xiu Miao et al. Learn Mem. .

Abstract

Performing a motor response to a sensory stimulus creates a memory trace whose behavioral correlates are classically investigated in terms of repetition priming effects. Such stimulus-response learning entails two types of associations that are partly independent: (1) an association between the stimulus and the motor response and (2) an association between the stimulus and the classification task in which it is encountered. Here, we tested whether sleep supports long-lasting stimulus-response learning on a task requiring participants (1) for establishing stimulus-classification associations to classify presented objects along two different dimensions ("size" and "mechanical") and (2) as motor response (action) to respond with either the left or right index finger. Moreover, we examined whether strengthening of stimulus-classification associations is preferentially linked to nonrapid eye movement (non-REM) sleep and strengthening of stimulus-action associations to REM sleep. We tested 48 healthy volunteers in a between-subjects design comparing postlearning retention periods of nighttime sleep versus daytime wakefulness. At postretention testing, we found that sleep supports consolidation of both stimulus-action and stimulus-classification associations, as indicated by increased reaction times in "switch conditions"; that is, when, at test, the acutely instructed classification task and/or correct motor response for a given stimulus differed from that during original learning. Polysomnographic recordings revealed that both kinds of associations were correlated with non-REM spindle activity. Our results do not support the view of differential roles for non-REM and REM sleep in the consolidation of stimulus-classification and stimulus-action associations, respectively.

PubMed Disclaimer

Figures

Figure 1.
Figure 1.
Task and experimental procedure. (A) Learning trial: Each trial started with a task cue followed by presentation of an object image and ended after a response was given or the time limit of 1800 msec elapsed. (B) Task conditions during immediate and remote tests: Each object could be associated with the same classification task and response side as during learning (that is, classification repeat/action repeat [CrAr]) or presented with switched task or response associations (CrAs, CsAr, and CsAs). (C) Experimental procedure for wake and sleep groups.
Figure 2.
Figure 2.
RT switch costs and accuracy at the immediate and remote tests for the wake (green) and sleep (black) groups. (A) Action switch costs decreased across the wake retention interval but increased across the sleep interval. (B) Classification switch costs decreased across both wake and sleep retention intervals. (C) If classification task and action jointly switched, full switch costs slightly decreased across retention intervals and remained above zero in both wake and sleep groups. (D) Accuracy only decayed across the wake retention interval, leading to a higher accuracy for the sleep than the wake group at remote test. Means ± SEM are indicated (dot plots overlaid). Asterisks above individual conditions indicate significant differences from zero. (***) P < 0.001, (**) P < 0.01, (*) P < 0.05.
Figure 3.
Figure 3.
(A) Slow (green triangles) and fast (black circles) spindle activity in stage 2 sleep positively correlated with action switch costs (remote test–immediate test). (B) Slow and fast spindle activity during non-REM sleep (stage 2 sleep + SWS) positively correlated with classification switch costs. Results are shown for the sites of maximum correlations.

References

    1. Achermann P, Werth E, Dijk D-J, Borbely A. 1996. Time course of sleep inertia after nighttime and daytime sleep episodes. Arch Ital Biol 134: 109–119. - PubMed
    1. Aeschbach D, Cutler AJ, Ronda JM. 2008. A role for non-rapid-eye-movement sleep homeostasis in perceptual learning. J Neurosci 28: 2766–2772. 10.1523/jneurosci.5548-07.2008 - DOI - PMC - PubMed
    1. Ayoub A, Aumann D, Hörschelmann A, Kouchekmanesch A, Paul P, Born J, Marshall L. 2013. Differential effects on fast and slow spindle activity, and the sleep slow oscillation in humans with carbamazepine and flunarizine to antagonize voltage-dependent Na+ and Ca2+ channel activity. Sleep 36: 905–911. 10.5665/sleep.2722 - DOI - PMC - PubMed
    1. Baayen RH, Davidson DJ, Bates DM. 2008. Mixed-effects modeling with crossed random effects for subjects and items. J Mem Lang 59: 390–412. 10.1016/j.jml.2007.12.005 - DOI
    1. Bates D, Mächler M, Bolker B, Walker S. 2015. Fitting linear mixed-effects models using lme4. J Stat Softw 67: 1–48. 10.18637/jss.v067.i01 - DOI

Publication types

LinkOut - more resources