The DOI matches its Crossref record; 49 of the 49 references it cites were found in a registry or an index.
Implicit Learning–Explicit Knowing: A Role for Sleep in Memory System Interaction
Abstract
There is evidence that sleep supports the enhancement of implicit as well as explicit memories (i.e., two memory systems that during learning normally appear to act together). Here, employing a serial reaction time task (SRTT) paradigm, we examined the question whether sleep can provide explicit knowledge on an implicitly acquired skill. At learning, young healthy subjects (n = 20) were first trained on the SRTT. Then, implicit knowledge was assessed on two test blocks, in which grammatically incorrect target positions were occasionally interspersed by the difference in reaction times between grammatically correct and incorrect target positions. To assess explicit sequence knowledge, thereafter subjects performed on a generation task in which they were explicitly instructed to predict the sequential target positions. In half the subjects, learning took place before a 9-hour retention interval filled with nocturnal sleep (sleep group), in the other half, the retention interval covered a 9-hour period of daytime wakefulness (wake group). At subsequent retesting, both testing on the generation task and the SRTT test blocks was repeated. At learning before the retention interval, subjects displayed significant implicit sequence knowledge which was comparable for the sleep and wake groups. Moreover, both groups did not display any explicit sequence knowledge as indicated by a prediction performance not differing from chance on the generation task. However, at retesting, there was a distinct gain in explicit knowledge in the subjects who had slept in the retention interval, whereas generation task performance in the wake group remained at chance level. SRTT performance in the test blocks at retesting did not indicate any further gain in skill (i.e., unchanged reaction time differences between grammatically correct and incorrect target positions) independently of whether subjects had slept or remained awake after learning. Our results indicate a selective enhancement of explicit memory formation during sleep. Because before sleep subjects only had implicit knowledge on the sequence of target transitions, these data point to an interaction between implicit and explicit memory systems during sleep-dependent off-line learning.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“In fact, the latter group at the retest still performed at chance level.”
From System consolidation of memory during sleep (2012) · cites this paper as Fischer et al. 2006
In the citing paper
“At this retest, the subjects who had slept after SRTT training were distinctly more able to deliberately generate the sequence underlying the SRTT than the subjects who had stayed awake after the initial SRTT training.”
From System consolidation of memory during sleep (2012) · cites this paper as Fischer et al. 2006
In the citing paper
“Yet, significant explicit sequence knowledge developed when SRTT training was followed by nocturnal sleep (324,382).”
From About Sleep's Role in Memory (2013) · cites this paper as [382]
In the citing paper
“Sleep deprivation impairs performance on tasks that rely on the explicit memory system (Drosopoulos et al., 2005; Fischer et al., 2006)”
From Dual conception of risk in the Iowa Gambling Task: effects of sleep deprivation and test-retest gap (2013) · cites this paper as Fischer et al., 2006
Citations
Cites
Rechtschaffen, A. (1968) · Medical Entomology and Zoology · Cited by 11,772
Attentional requirements of learning: Evidence from performance measures
Nissen, M. J., & Bullemer, P. (1987) · Cognitive Psychology · doi:10.1016/0010-0285(87)90002-8 · Cited by 2,966
Implicit Learning and Tacit Knowledge
Reber, A. S. (2003) · The MIT Press eBooks · doi:10.7551/mitpress/2834.003.0047 · Cited by 2,013
Huber, R., Felice Ghilardi, M., Massimini, M., & Tononi, G. (2004) · Nature · doi:10.1038/nature02663 · Cited by 1,854
Declarative and Nondeclarative Memory: Multiple Brain Systems Supporting Learning and Memory
Squire, L. R. (1992) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1992.4.3.232 · Cited by 1,282 · cited 2×
“…takes place without the need of any conscious capacities and without the subject being aware of having acquired or accessed any new information (Destrebecqz & Cleeremans, 2001; Willingham, 2001; Willingham & Goedert-Eschmann, 1999; Seger, 1994; Shanks & John, 1994; Squire, 1992; Reber, 1989).”
BackgroundCharacteristics of dissociable human learning systems
Shanks, D. R., & St. John, M. F. (1994) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00035032 · Cited by 1,163
Interactive memory systems in the human brain
Poldrack, R. A., Clark, J., Paré-Blagoev, E. J., Shohamy, D., Creso Moyano, J., Myers, C., & Gluck, M. A. (2001) · Nature · doi:10.1038/35107080 · Cited by 1,132
Effects of early and late nocturnal sleep on declarative and procedural memory
Plihal, W., & Born, J. (1997) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1997.9.4.534 · Cited by 1,026
Wagner, U., Gais, S., Haider, H., Verleger, R., & Born, J. (2004) · Nature · doi:10.1038/nature02223 · Cited by 1,012
Consolidation in human motor memory
Brashers-Krug, T. M., Shadmehr, R., & Bizzi, E. (1996) · Nature · doi:10.1038/382252a0 · Cited by 976
On the development of procedural knowledge.
Willingham, D. B., Nissen, M. J., & Bullemer, P. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.15.6.1047 · Cited by 919
Experience-dependent changes in cerebral activation during human REM sleep
Maquet, P., Laureys, S., Peigneux, P., Fuchs, S., Petiau, C., Phillips, C., Aerts, J., Del Fiore, G., Degueldre, C., Meulemans, T., et al. (2000) · Nature Neuroscience · doi:10.1038/77744 · Cited by 747
The contribution of sleep to hippocampus-dependent memory consolidation
Marshall, L., & Born, J. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.09.001 · Cited by 667
Attention and structure in sequence learning.
Cohen, A., Ivry, R. I., & Keele, S. W. (1990) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.16.1.17 · Cited by 661
Seger, C. A. (1994) · Psychological Bulletin · doi:10.1037/0033-2909.115.2.163 · Cited by 661
Using direct and indirect measures to study perception without awareness
Reingold, E. M., & Merikle, P. M. (1988) · Perception & Psychophysics · doi:10.3758/bf03207490 · Cited by 596
Sleep forms memory for finger skills
Fischer, S., Hallschmid, M., Elsner, A. L., & Born, J. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.182178199 · Cited by 589
Self-citationLearning the structure of event sequences.
Cleeremans, A., & McClelland, J. L. (1991) · Journal of Experimental Psychology General · doi:10.1037//0096-3445.120.3.235 · Cited by 584
Early sleep triggers memory for early visual discrimination skills
Gais, S., Plihal, W., Wagner, U., & Born, J. (2000) · Nature Neuroscience · doi:10.1038/81881 · Cited by 558
Self-citationOn the development of procedural knowledge.
Willingham, D. B., Nissen, M. J., & Bullemer, P. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.15.6.1047 · Cited by 553
Can sequence learning be implicit? New evidence with the process dissociation procedure
Destrebecqz, A., & Cleeremans, A. (2001) · Psychonomic Bulletin & Review · doi:10.3758/bf03196171 · Cited by 537
Synthetic grammar learning: Implicit rule abstraction or explicit fragmentary knowledge?
Perruchet, P., & Pacteau, C. (1990) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.119.3.264 · Cited by 526
Learning the structure of event sequences.
Cleeremans, A., & McClelland, J. L. (1991) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.120.3.235 · Cited by 516
A case of syntactical learning and judgment: How conscious and how abstract?
Dulany, D. E., Carlson, R. A., & Dewey, G. I. (1984) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.113.4.541 · Cited by 512
Adaptation to visuomotor transformations: consolidation, interference, and forgetting
Krakauer, J. W., Ghez, C., & Ghilardi, M. F. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.4218-04.2005 · Cited by 500
Role of implicit and explicit processes in learning from examples: A synergistic effect.
Mathews, R. C., Buss, R. R., Stanley, W. B., Blanchard–Fields, F., Cho, J. R., & Druhan, B. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.15.6.1083 · Cited by 472
Consolidation during sleep of perceptual learning of spoken language
Fenn, K. M., Nusbaum, H. C., & Margoliash, D. (2003) · Nature · doi:10.1038/nature01951 · Cited by 463
Awareness Modifies the Skill-Learning Benefits of Sleep
Robertson, E. M., Pascual-Leone, A., & Press, D. Z. (2004) · Current Biology · doi:10.1016/j.cub.2004.01.027 · Cited by 450
Direct Comparison of Neural Systems Mediating Conscious and Unconscious Skill Learning
Willingham, D. B., Salidis, J., & Gabrieli, J. D. E. (2002) · Journal of Neurophysiology · doi:10.1152/jn.2002.88.3.1451 · Cited by 327
The role of sleep in declarative memory consolidation: passive, permissive, active or none?
Ellenbogen, J. M., Payne, J. D., & Stickgold, R. (2006) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2006.10.006 · Cited by 326
Peigneux, P., Laureys, S., Fuchs, S., Destrebecqz, A., Collette, F., Delbeuck, X., Phillips, C. L. M., Aerts, J. J., Fiore, G. D., Degueldre, C., et al. (2003) · NeuroImage · doi:10.1016/s1053-8119(03)00278-7 · Cited by 320
Implicit learning in patients with probable Alzheimer's disease
Knopman, D. S., & Nissen, M. J. (1987) · Neurology · doi:10.1212/wnl.37.5.784 · Cited by 300
Implicit and explicit knowledge bases in artificial grammar learning.
Dienes, Z. P., Broadbent, D. E., & Berry, D. C. (1991) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.17.5.875 · Cited by 272
The Relation Between Implicit and Explicit Learning: Evidence for Parallel Development
Willingham, D. B., & Goedert, K. M. (1999) · Psychological Science · doi:10.1111/1467-9280.00201 · Cited by 249
Maintaining memories by reactivation
Rasch, B., & Born, J. (2007) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2007.11.007 · Cited by 240
Self-citationEncapsulation of Implicit and Explicit Memory in Sequence Learning
Reber, P. J., & Squire, L. R. (1998) · Journal of Cognitive Neuroscience · doi:10.1162/089892998562681 · Cited by 209
Maquet, P., Schwartz, S., Passingham, R. E., & Frith, C. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-04-01432.2003 · Cited by 204
Comparing direct and indirect measures of sequence learning.
Jiménez, L., Paz, C. M., & Cleeremans, A. (1996) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.22.4.948 · Cited by 195
From primed to learn: the saturation of repetition priming and the induction of long-term memory
Hauptmann, B., & Karni, A. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(01)00124-0 · Cited by 169
Rapid and effective correction of RF inhomogeneity for high field magnetic resonance imaging
Cohen, M. S., DuBois, R. M., & Zeineh, M. (2000) · Human Brain Mapping · doi:10.1002/1097-0193(200008)10:4 · Cited by 166
Boyd, L. A., & Winstein, C. J. (2001) · Neuroscience Letters · doi:10.1016/s0304-3940(00)01734-1 · Cited by 154
Inducing motor skill improvements with a declarative task
Brown, R. M., & Robertson, E. M. (2007) · Nature Neuroscience · doi:10.1038/nn1836 · Cited by 135
Wagner, U., Kashyap, N., Diekelmann, S., & Jan Born, A. (2007) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2007.01.004 · Cited by 123
Perruchet, P., & Pacteau, C. (1991) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.120.1.112 · Cited by 110
Memory consolidation during sleep: Interactive effects of sleep stages and HPA regulation: Review
Wagner, U., & Born, J. (2008) · Stress · doi:10.1080/10253890701408822 · Cited by 107
Skill Learning: Putting Procedural Consolidation in Context
Robertson, E. M. (2004) · Current Biology · doi:10.1016/j.cub.2004.11.048 · Cited by 47
Awareness in memory: being explicit about the role of sleep
Jan Born, A., & Wagner, U. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.04.010 · Cited by 38
Sleep improves sequential motor learning and performance in patients with prefrontal lobe lesions
Beldarrain, M. G., Astorgano, A. G., González, A. B., & García‐Moncó, J. C. (2007) · Clinical Neurology and Neurosurgery · doi:10.1016/j.clineuro.2007.11.004 · Cited by 31
Willingham, D. B. (2001) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01652-1 · Cited by 26
Research works printed but not linked: 1
- Reber A. S., 1989, Journal of Experimental Psychology: General, 120, 112
Cited by
Sorted by citations
Diekelmann, S., & Born, J. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2762 · Cited by 3,760
Self-citationRasch, B., & Born, J. (2013) · Physiological Reviews · doi:10.1152/physrev.00032.2012 · Cited by 2,783
“Yet, significant explicit sequence knowledge developed when SRTT training was followed by nocturnal sleep (324, 382).”
BackgroundSelf-citationHippocampal sharp wave-ripple: A cognitive biomarker for episodic memory and planning
Buzsáki, G. (2015) · Hippocampus · doi:10.1002/hipo.22488 · Cited by 1,759
System consolidation of memory during sleep
Born, J., & Wilhelm, I. (2012) · Psychological Research · doi:10.1007/s00426-011-0335-6 · Cited by 667
Self-citationThe contribution of sleep to hippocampus-dependent memory consolidation
Marshall, L., & Born, J. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.09.001 · Cited by 667
Metadata
- Authors
- Fischer, S., Drosopoulos, S., Tsen, J., & Born, J.
- Affiliations
- University of Lübeck (DE)
- 1University of Lübeck
- Venue
- Journal of Cognitive Neuroscience
- Publisher
- MIT Press - Journals
- Published
- 2006-03-01
- Volume
- 18
- Issue
- 3
- Pages
- 311-319
- ISSN
- 0898-929X (ISSN-L)
- 1530-8898
- OpenAlex
- W2103281316
- Cited by
- 215
- References
- 49
- Citations by year
- 2026: 1 · 2025: 11 · 2024: 9 · 2023: 5 · 2022: 5 · 2021: 12 · 2020: 4 · 2019: 27 · 2018: 9 · 2017: 19 · 2016: 8 · 2015: 14 · 2014: 15 · 2013: 16 · 2012: 9
- FWCI
- 5.82
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Cognitive Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Deutsche Forschungsgemeinschaft
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Keywords
- sleep-dependent memory consolidation, implicit memory, declarative memory, serial reaction time task, sequence learning, retention interval, offline learning
- MeSH terms
- Adolescent, Adult, Female, Humans, Functional Laterality, Learning, Male, Memory, Probability, Reaction Time, Sleep, Wakefulness, Knowledge
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review