Awareness of knowledge or awareness of processing? Implications for sleep-related memory consolidation
Open accessAbstract
The present study assessed the effects of awareness at encoding on off-line learning during sleep. A new framework is suggested according to which two aspects of awareness are distinguished: awareness of task information, and awareness of task processing. The number reduction task (NRT) was employed because it has two levels of organization, an overt one based on explicit knowledge of task instructions, and a covert one based on hidden abstract regularities of task structure (implicit knowledge). Each level can be processed consciously (explicitly) or non-consciously (implicitly). Different performance parameters were defined to evaluate changes between two sessions for each of the four conditions of awareness arising from whether explicit or implicit task information was processed explicitly or implicitly. In two groups of subjects, the interval between the pre-sleep and post-sleep sessions was filled either with early-night sleep, rich in slow wave sleep (SWS), or late-night sleep, rich in rapid eye movement (REM) sleep. Results show that implicit processing of explicit information was improved in the post-sleep relative to the pre-sleep session only in the early-night group. Independently of sleep stage, changes between sessions occurred for explicit processing of implicit information only in those subjects who gained insight into the task regularity after sleep. It is concluded that SWS but not REM sleep specifically supports gains in computational skills for the processing of information that was accessible by consciousness before sleep.
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Gain of insight depends on occurrence of spindle activity during early SWS-rich nocturnal sleep.
“Subsequent studies of the same group specified that the gain of insight depended on the occurrence of spindle activity during early SWS-rich nocturnal sleep (1346 -1350).”
From About Sleep's Role in Memory (2013) · cites this paper as [1346]
The Results report that explicit insight into the hidden regularity did not differ significantly between the early, SWS-rich and late-night groups (31.04% versus 19.2%; p = 0.32). The Discussion likewise says that markers preceding explicit insight increased equally in both groups. The paper does not establish a dependence of insight on spindle activity during early sleep; its early-sleep finding concerns improvement in computational skills instead. (LLM, conf=0.88)
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Cites
The episodic buffer: a new component of working memory?
Baddeley, A. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01538-2 · Cited by 7,359 · cited 2× · see citing works
“For the working memory system that integrates consciously processed information at encoding (Baddeley and Hitch, 1974), two components also have been specifi ed: ‘the central executive’ as a main component of ‘fl uid’ (or processing-based) capacities such as attention, and ‘the episodic buffer’ as a main component of…”
Sleep-dependent memory consolidation
Stickgold, R. (2005) · Nature · doi:10.1038/nature04286 · Cited by 1,857 · see citing works
Sleep-Dependent Learning and Memory Consolidation
Walker, M. P., & Stickgold, R. (2004) · Neuron · doi:10.1016/j.neuron.2004.08.031 · Cited by 1,113 · cited 4× · see citing works
“…Walker and Stickgold, 2006) but not in all conditions and not consistently (Rasch et al., 2009; Robertson, 2009) and it is still debatable how and which aspects of memory are affected by sleep-specifi c stages and mechanisms (Walker and Stickgold, 2004; Diekelmann et al., 2009; Robertson, 2009).”
InfluentialWalker, M. P., & Stickgold, R. (2006) · Annual Review of Psychology · doi:10.1146/annurev.psych.56.091103.070307 · Cited by 1,075 · cited 2× · see citing works
“…non-declarative memories may profi t from sleep (Plihal and Born, 1997, 1999; Gais et al., 2000; Fischer et al., 2002; Marshall et al., 2004, 2006; Walker and Stickgold, 2006) but not in all conditions and not consistently (Rasch et al., 2009; Robertson, 2009) and it is still debatable how and…”
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 · see citing works
Wagner, U., Gais, S., Haider, H., Verleger, R., & Born, J. (2004) · Nature · doi:10.1038/nature02223 · Cited by 1,012 · see citing works
Dependence on REM Sleep of Overnight Improvement of a Perceptual Skill
Karni, A., Tanne, D., Rubenstein, B. S., Askenasy, J. J. M., & Sagi, D. (1994) · Science · doi:10.1126/science.8036518 · Cited by 1,002 · see citing works
Coherent spontaneous activity identifies a hippocampal-parietal memory network
Vincent, J. L., Snyder, A. Z., Fox, M. D., Shannon, B. J., Andrews, J. R., Raichle, M. E., & Buckner, R. L. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00048.2006 · Cited by 959 · see citing works
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 · see citing works
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 · see citing works
The whats and whens of sleep-dependent memory consolidation
Diekelmann, S., Wilhelm, I., & Born, J. (2009) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2008.08.002 · Cited by 566 · cited 2× · see citing works
“…Walker and Stickgold, 2006) but not in all conditions and not consistently (Rasch et al., 2009; Robertson, 2009) and it is still debatable how and which aspects of memory are affected by sleep-specifi c stages and mechanisms (Walker and Stickgold, 2004; Diekelmann et al., 2009; Robertson, 2009).”
Transcranial direct current stimulation during sleep improves declarative memory
Marshall, L., Mölle, M., Hallschmid, M., & Born, J. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.2725-04.2004 · Cited by 548 · see citing works
Sleep-dependent learning and motor-skill complexity
Kuriyama, K., Stickgold, R., & Walker, M. P. (2004) · Learning & Memory · doi:10.1101/lm.76304 · Cited by 334 · see citing works
Offline Persistence of Memory-Related Cerebral Activity during Active Wakefulness
Peigneux, P., Orban, P., Balteau, E., Degueldre, C., Luxen, A., Laureys, S., & Maquet, P. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040100 · Cited by 263 · see citing works
From Creation to Consolidation: A Novel Framework for Memory Processing
Robertson, E. M. (2009) · PLoS Biology · doi:10.1371/journal.pbio.1000019 · Cited by 236 · see citing works
Sleep-Dependent Consolidation of Contextual Learning
Spencer, R. M. C., Sunm, M., & Ivry, R. B. (2006) · Current Biology · doi:10.1016/j.cub.2006.03.094 · Cited by 138 · see citing works
One memory, two ways to consolidate?
Diekelmann, S., & Born, J. (2007) · Nature Neuroscience · doi:10.1038/nn0907-1085 · Cited by 51 · see citing works
Flagged first, then by citations
Research works printed but not linked: 41
- Baddeley A. D. Hitch G. J. (1974). Working memory. In The Psychology of Learning and Motivation, Bower G. A., ed. (New York, Academic Press), pp. 47– 89
- Born J. Rasch B. Gais S. (2006). Sleep to remember. Neuroscientist 12, 410– 424 10.1177/1073858406292647 16957003 · DOI · Paper page
- Born J. Wagner U. (2004). Awareness in memory: being explicit about the role of sleep. Trends Cogn. Sci. 8, 242– 244 10.1016/j.tics.2004.04.010 15165544 · DOI
- Cohen D. A. Pascual-Leone A. Press D. Z. Robertson E. M. (2005). Off-line learning of motor skill memory: a double dissociation of goal and movement. Proc. Natl. Acad. Sci. U.S.A. 102, 18237– 18241 10.1073/pnas.0506072102 16330773 PMC1312380 · DOI · Paper page
- Cohen D. A. Robertson E. M. (2007). Motor sequence consolidation: constrained by critical time windows or competing components. Exp. Brain Res. 177, 440– 446 10.1007/s00221-006-0701-6 17021894 PMC1805458 · DOI
- Damasio A. R. (1989). Time-locked multiregional retroactivation: a systems-level proposal for the neural substrates of recall and recognition. Cognition 33, 25– 62 10.1016/0010-0277(89)90005-X 2691184 · DOI · Paper page
- Drosopoulos S. Wagner U. Born J. (2005). Sleep enhances explicit recollection in recognition memory. Learn. Mem. 12, 44– 51 10.1101/lm.83805 15687230 PMC548495 · DOI · Paper page
- Fischer S. Drosopoulos S. Tsen J. Born J. (2006). Implicit learning – explicit knowing: a role for sleep in memory system interaction. J. Cogn. Neurosci. 18, 311– 319 16602193
- Forkstam C. Petersson K. M. (2005). Towards an explicit account of implicit learning. Curr. Opin. Neurol. 18, 435– 441 10.1097/01.wco.0000171951.82995.c4 16003121 · DOI
- Frensch P. A. Haider H. Rünger D. Neugebauer U. Voigt S. Werg J. (2002). Verbal report of incidentally experienced environmental regularity: the route from implicit learning to verbal expression of what has been learned. In Attention and Implicit Learning, Jimenez L., ed. (New York, John Benjamins), pp. 335– 366
- Gais S. Albouy G. Boly M. Dang-Vu T. T. Darsaud A. Desseilles M. Rauchs G. Schabus M. Sterpenich V. Vandewalle G. Maquet P. Peigneux P. (2007). Sleep transforms the cerebral trace of declarative memories. Proc. Natl. Acad. Sci. U.S.A. 104, 18778– 18783 10.1073/pnas.0705454104 18000060 PMC2141853 · DOI · Paper page
- Gais S. Plihal W. Wagner U. Born J. (2000). Early sleep triggers memory for early visual discrimination skills. Nat. Neurosci. 3, 1335– 1339 10.1038/81881 11100156 · DOI · Paper page
- Haider H. Rose M. (2007). How to investigate insight: a proposal. Methods 42, 49– 57 10.1016/j.ymeth.2006.12.004 17434415 · DOI
- Kali S. Dayan P. (2004). Off-line replay maintains declarative memories in a model of hippocampal-neocortical interactions. Nat. Neurosci. 7, 286– 294 10.1038/nn1202 14983183 · DOI
- Khader P. Burke M. Bien S. Ranganath C. Rösler F. (2005). Content-specific activation during associative long-term memory retrieval. Neuroimage 27, 805– 816 10.1016/j.neuroimage.2005.05.006 15964209 · DOI
- Kirov R. Weiss C. Siebner H. R. Born J. Marshall L. (2009). Slow oscillation electrical brain stimulation during waking promotes EEG theta activity and memory encoding. Proc. Natl. Acad. Sci. U.S.A. 106, 15460– 15465 10.1073/pnas.0904438106 19706399 PMC2730962 · DOI · Paper page
- Krakauer J. W. Shadmehr R. (2006). Consolidation of motor memory. Trends Neurosci. 29, 58– 64 10.1016/j.tins.2005.10.003 16290273 PMC2553888 · DOI · Paper page
- Lang S. Kanngieser N. Jaskowski P. Haider H. Rose M. Verleger R. (2006). Precursors of insight in event-related brain potentials. J. Cogn. Neurosci. 18, 1– 15 10.1162/jocn.2006.18.12.2152 17129197 · DOI
- Maquet P. (2001). The role of sleep in learning and memory. Science 294, 1048– 1052 10.1126/science.1062856 11691982 · DOI · Paper page
- Marshall L. Helgadóttir H. Mölle M. Born J. (2006). Boosting slow oscillations during sleep potentiates memory. Nature 444, 610– 613 10.1038/nature05278 17086200 · DOI · Paper page
- McClelland J. L. McNaughton B. L. O'Reilly R. C. (1995). Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory. Psychol. Rev. 102, 419– 457 10.1037/0033-295X.102.3.419 7624455 · DOI · Paper page
- Mednick S. C. Makovski T. Cai D. J. Jiang Y. V. (2009). Sleep does not facilitate implicit memory in a visual search task. Vision Res. 49, 2557– 2565 10.1016/j.visres.2009.04.011 19379769 PMC2764830 · DOI
- Peigneux P. Laureys S. Fuchs S. Destrebecqz A. Collette F. Delbeuck X. Phillips C. Aerts J. Del Fiore G. Degueldre C. Luxen A. Cleeremans A. Maquet P. (2003). Learned material content and acquisition level modulate cerebral reactivation during posttraining rapid-eye-movements sleep. Neuroimage 20, 125– 134 10.1016/S1053-8119(03)00278-7 14527575 · DOI
- Plihal W. Born J. (1999). Effects of early and late nocturnal sleep on priming and spatial memory. Psychophysiology 36, 571– 582 10.1017/S0048577299971536 10442025 · DOI · Paper page
- Rasch B. Büchel C. Gais S. Born J. (2007). Odor cues during slow-wave sleep prompt declarative memory consolidation. Science 315, 1426– 1429 10.1126/science.1138581 17347444 · DOI · Paper page
- Rasch B. Pommer J. Diekelmann S. Born J. (2009). Pharmacological REM sleep suppression paradoxically improves rather than impairs skill memory. Nat. Neurosci. 12, 396– 397 10.1038/nn.2206 18836440 · DOI · Paper page
- Reber P. J. Squire L. R. (1994). Parallel brain systems for learning with and without awareness. Learn. Mem. 1, 217– 229 10467599
- Reder L. M. Park H. Kieffaber P. D. (2009). Memory systems do not divide on consciousness: reinterpreting memory in terms of activation and binding. Psychol. Bull. 135, 23– 49 10.1037/a0013974 19210052 PMC2747326 · DOI
- Robertson E. M. Pascual-Leone A. Press D. Z. (2004). Awareness modifies the skill-learning benefits of sleep. Curr. Biol. 14, 208– 212 14761652
- Robertson E. M. Press D. Z. Pascual-Leone A. (2005). Off-line learning and the primary motor cortex. J. Neurosci. 25, 6372– 6378 10.1523/JNEUROSCI.1851-05.2005 16000627 PMC6725279 · DOI
- Rose M. Haider H. Büchel C. (2005). Unconscious detection of implicit expectancies. J. Cogn. Neurosci. 17, 918– 927 10.1162/0898929054021193 15969909 · DOI
- Rose M. Haider H. Weiller C. Büchel C. (2002). The role of medial temporal lobe structures in implicit learning: an event-related fMRI study. Neuron 36, 1221– 1231 10.1016/S0896-6273(02)01105-4 12495634 · DOI · Paper page
- Rugg M. D. Johnson J. D. Park H. Uncapher M. R. (2008). Encoding-retrieval overlap in human episodic memory: a functional neuroimaging perspective. Prog. Brain Res. 169, 339– 352 10.1016/S0079-6123(07)00021-0 18394485 · DOI
- Seger C. A. (1994). Implicit learning. Psychol. Bull. 115, 163– 196 10.1037/0033-2909.115.2.163 8165269 · DOI
- Squire L. R. (1992). Memory and the hippocampus: a synthesis from findings with rats, monkeys, and humans. Psychol. Rev. 99, 195– 231 10.1037/0033-295X.99.2.195 1594723 · DOI · Paper page
- Vilberg K. L. Rugg M. D. (2008). Memory retrieval and the parietal cortex: a review of evidence from a dual-process perspective. Neuropsychologia 46, 1787– 1799 10.1016/j.neuropsychologia.2008.01.004 18343462 PMC2488316 · DOI
- Walker M. P. Brakefield T. Morgan A. Hobson J. A. Stickgold R. (2002). Practice with sleep makes perfect: sleep-dependent motor skill learning. Neuron 35, 205– 211 10.1016/S0896-6273(02)00746-8 12123620 · DOI · Paper page
- Willingham D. B. (1997). Systems of memory in the human brain. Neuron 18, 5– 8 10.1016/S0896-6273(01)80040-4 9010199 · DOI
- Woltz D. J. Bell B. G. Kyllonen P. C. Gardner M. K. (1996). Memory for order of operations in the acquisition and transfer of sequential cognitive skills. J. Exp. Psychol. Learn. Mem. Cogn. 22, 438– 457 10.1037/0278-7393.22.2.438 · DOI
- Yordanova J. Kolev V. Verleger R. Bataghva Z. Born J. Wagner U. (2008). Different roles of early and late night sleep in making implicit knowledge explicit. Learn. Mem. 15, 508– 515 10.1101/lm.897908 18626095 PMC2505318 · DOI · Paper page
- Yordanova J. Kolev V. Wagner U. Verleger R. (2009). Covert reorganization of implicit task representations by slow wave sleep. PLoS ONE 4, e5675 10.1371/journal.pone.0005675 19479080 PMC2682605 · DOI
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Rasch, B., & Born, J. (2013) · Physiological Reviews · doi:10.1152/physrev.00032.2012 · Cited by 2,783 · see citing works
Labile sleep promotes awareness of abstract knowledge in a serial reaction time task.
Kirov, R., Kolev, V., Verleger, R., & Yordanova, J. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01354 · Cited by 17 · see citing works
Self-citation
- Authors
- Yordanova, J.
- Affiliations
- Bulgarian Academy of Sciences (BG)
- Corresponding author
- Yordanova, Juliana
- ORCID
- Yordanova, Juliana
- Venue
- Frontiers in Human Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2009
- Volume
- 3
- Pages
- 40-40
- ISSN
- 1662-5161 (ISSN-L)
- PMC
- PMC2779092
- OpenAlex
- W2056331339
- Cited by
- 16
- References
- 17
- Citations by year
- 2025: 1 · 2019: 1 · 2018: 1 · 2017: 1 · 2015: 3 · 2014: 2 · 2013: 2 · 2012: 1
- FWCI
- 0.81
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Frontiers in Human Neuroscience (publishedVersion, cc-by)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Deutsche Forschungsgemeinschaft (SFB654)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Keywords
- sleep-dependent memory consolidation, awareness, explicit knowledge, tacit knowledge, slow-wave sleep, REM sleep, offline learning, implicit learning, computational skills, sleep timing
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