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Sleep-dependent memory triage: evolving generalization through selective processing
Open accessAbstract
The brain does not retain all the information it encodes in a day. Much is forgotten, and of those memories retained, their subsequent evolution can follow any of a number of pathways. Emerging data makes clear that sleep is a compelling candidate for performing many of these operations. But how does the sleeping brain know which information to preserve and which to forget? What should sleep do with that information it chooses to keep? For information that is retained, sleep can integrate it into existing memory networks, look for common patterns and distill overarching rules, or simply stabilize and strengthen the memory exactly as it was learned. We suggest such 'memory triage' lies at the heart of a sleep-dependent memory processing system that selects new information, in a discriminatory manner, and assimilates it into the brain's vast armamentarium of evolving knowledge, helping guide each organism through its own, unique life.
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“Across diverse forms memory, sleep following encoding results in improved memory performance after a delay [13, 14].”
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“On the other hand, sleep enables the extraction of regularities across instances, the loss of contextual information and the retention of gist, as seen in representations in extra-hippocampal regions 89,97 .”
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Citations
Cites
The origins of intelligence in children.
Piaget, J. (1952) · doi:10.1037/11494-000 · Cited by 10,687
Memory - A century of consolidation
McGaugh, J. L. (2000) · Science · doi:10.1126/science.287.5451.248 · Cited by 4,250
The associative basis of the creative process.
Mednick, S. (1962) · Psychological Review · doi:10.1037/h0048850 · Cited by 4,140
Creating false memories: Remembering words not presented in lists.
Roediger, H. L., & McDermott, K. B. (1995) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.21.4.803 · Cited by 3,792
Diekelmann, S., & Born, J. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2762 · Cited by 3,760
Reactivation of hippocampal ensemble memories during sleep
Wilson, M. A., & McNaughton, B. L. (1994) · Science · doi:10.1126/science.8036517 · Cited by 3,118
The Medial Temporal Lobe and Recognition Memory
Eichenbaum, H., Yonelinas, A. P., & Ranganath, C. (2007) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.30.051606.094328 · Cited by 2,580
Remembering the past to imagine the future: the prospective brain
Schacter, D. L., Addis, D. R., & Buckner, R. L. (2007) · Nature Reviews Neuroscience · doi:10.1038/nrn2213 · Cited by 2,394
Sleep-dependent memory consolidation
Stickgold, R. (2005) · Nature · doi:10.1038/nature04286 · Cited by 1,857
Self-citationReverse replay of behavioural sequences in hippocampal place cells during the awake state
Foster, D. J., & Wilson, M. A. (2006) · Nature · doi:10.1038/nature04587 · Cited by 1,727
The human emotional brain without sleep—a prefrontal amygdala disconnect
Yoo, S.-S., Gujar, N., Hu, P., Jolesz, F. A., & Walker, M. P. (2007) · Current Biology · doi:10.1016/j.cub.2007.08.007 · Cited by 1,303
Self-citationMemory of sequential experience in the hippocampus during slow wave sleep
Lee, A. K., & Wilson, M. A. (2002) · Neuron · doi:10.1016/s0896-6273(02)01096-6 · Cited by 1,296
Schemas and Memory Consolidation.
Tse, D., Langston, R. F., Kakeyama, M., Bethus, I., Spooner, P. A., Wood, E. R., Witter, M. P., & Morris, R. G. M. (2007) · Science · doi:10.1126/science.1135935 · Cited by 1,244
The role of sleep in learning and memory
Maquet, P. (2001) · Science · doi:10.1126/science.1062856 · Cited by 1,177
Temporally structured replay of awake hippocampal ensemble activity during rapid eye movement sleep
Louie, K., & Wilson, M. A. (2001) · Neuron · doi:10.1016/s0896-6273(01)00186-6 · Cited by 1,148
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
Self-citationWagner, U., Gais, S., Haider, H., Verleger, R., & Born, J. (2004) · Nature · doi:10.1038/nature02223 · Cited by 1,012
How schema and novelty augment memory formation
van Kesteren, M. T. R., Ruiter, D. J., Fernández, G., & Henson, R. N. (2012) · Trends in Neurosciences · doi:10.1016/j.tins.2012.02.001 · Cited by 860
Obliviscence during sleep and waking
Jenkins, J. G., & Dallenbach, K. M. (1924) · The American Journal of Psychology · doi:10.2307/1414040 · Cited by 741
Visual discrimination learning requires sleep after training
Stickgold, R., James, L., & Hobson, J. A. (2000) · Nature Neuroscience · doi:10.1038/81756 · Cited by 715
Self-citationFunctional Stages in the Formation of Human Long-Term Motor Memory
Shadmehr, R., & Brashers-Krug, T. M. (1997) · Journal of Neuroscience · doi:10.1523/jneurosci.17-01-00409.1997 · Cited by 710
The hippocampus and memory for orderly stimulus relations
Dusek, J. A., & Eichenbaum, H. (1997) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.94.13.7109 · Cited by 613
Wagner, U., Gais, S., & Born, J. (2001) · Learning & Memory · doi:10.1101/lm.36801 · Cited by 605
REM sleep, prefrontal theta, and the consolidation of human emotional memory
Nishida, M., Pearsall, J., Buckner, R. L., & Walker, M. P. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhn155 · Cited by 603
Self-citationEnhanced Brain Correlations during Rest Are Related to Memory for Recent Experiences
Tambini, A., Ketz, N., & Davachi, L. (2010) · Neuron · doi:10.1016/j.neuron.2010.01.001 · Cited by 596
Probabilistic classification learning in amnesia.Preprint
Knowlton, B. J., Squire, L. R., & Gluck, M. A. (1994) · Learning & Memory · doi:10.1101/lm.1.2.106 · Cited by 595
REM, not incubation, improves creativity by priming associative networks
Cai, D. J., Mednick, S. A., Harrison, E. M., Kanady, J. C., & Mednick, S. C. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900271106 · Cited by 556
Sleep spindle activity is associated with the integration of new memories and existing knowledge
Tamminen, J., Payne, J. D., Stickgold, R., Wamsley, E. J., & Gaskell, M. G. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.3028-10.2010 · Cited by 478
Self-citationSleep and the Time Course of Motor Skill LearningPreprint
Walker, M. P., Brakefield, T., Seidman, J., Morgan, A., Hobson, J. A., & Stickgold, R. (2003) · Learning & Memory · doi:10.1101/lm.58503 · Cited by 457
Self-citationSleep preferentially enhances memory for emotional components of scenes
Payne, J. D., Stickgold, R., Swanberg, K., & Kensinger, E. A. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02157.x · Cited by 440
Self-citationHasselmo, M. E., & Bower, J. M. (1993) · Trends in Neurosciences · doi:10.1016/0166-2236(93)90159-j · Cited by 429
Human relational memory requires time and sleep
Ellenbogen, J. M., Hu, P. T., Payne, J. D., Titone, D., & Walker, M. P. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0700094104 · Cited by 415
Self-citationLexical competition and the acquisition of novel words
Gaskell, M. G., & Dumay, N. (2003) · Cognition · doi:10.1016/s0010-0277(03)00070-2 · Cited by 399
Sleep selectively enhances memory expected to be of future relevance
Wilhelm, I., Diekelmann, S., Molzow, I., Ayoub, A., Mölle, M., & Born, J. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.3575-10.2011 · Cited by 397
Naps promote abstraction in language-learning infants
Gómez, R. L., Bootzin, R. R., & Nadel, L. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01764.x · Cited by 386
The sequential hypothesis of the function of sleep
Giuditta, A., Ambrosini, M. V., Montagnese, P., Mandile, P., Cotugno, M., Zucconi, G. G., & Vescia, S. (1995) · Behavioural Brain Research · doi:10.1016/0166-4328(95)00012-i · Cited by 382
Sleep facilitates consolidation of emotional declarative memory
Hu, P., Stylos-Allan, M., & Walker, M. P. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01799.x · Cited by 355
Self-citationREM sleep reorganizes hippocampal excitability
Grosmark, A. D., Mizuseki, K., Pastalkova, E., Diba, K., & Buzsáki, G. (2012) · Neuron · doi:10.1016/j.neuron.2012.08.015 · Cited by 344
Retrograde Amnesia: Temporal Gradient in Very Long Term Memory Following Electroconvulsive Therapy
Squire, L. R., Slater, P. C., & Chace, P. M. (1975) · Science · doi:10.1126/science.1109228 · Cited by 337
Experience-dependent phase-reversal of hippocampal neuron firing during REM sleep
Poe, G. R., Nitz, D. A., McNaughton, B. L., & Barnes, C. A. (2000) · Brain Research · doi:10.1016/s0006-8993(99)02310-0 · Cited by 318
The spontaneous self-organization of an adaptive language
Steels, L. (2000) · Oxford University Press eBooks · doi:10.1093/oso/9780198538677.003.0011 · Cited by 299
Sleep-Induced Changes in Associative Memory
Stickgold, R., Scott, L., Rittenhouse, C., & Hobson, J. A. (1999) · Journal of Cognitive Neuroscience · doi:10.1162/089892999563319 · Cited by 284
Self-citationCognitive flexibility across the sleep-wake cycle: REM-sleep enhancement of anagram problem solving
Walker, M. P., Liston, C., Hobson, J. A., & Stickgold, R. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(02)00134-9 · Cited by 272
Self-citationThe role of sleep in false memory formation
Payne, J. D., Schacter, D. L., Propper, R. E., Huang, L.-W., Wamsley, E. J., Tucker, M. A., Walker, M. P., & Stickgold, R. (2009) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2009.03.007 · Cited by 269
Self-citationAn opportunistic theory of cellular and systems consolidation
Mednick, S. C., Cai, D. J., Shuman, T., Anagnostaras, S., & Wixted, J. T. (2011) · Trends in Neurosciences · doi:10.1016/j.tins.2011.06.003 · Cited by 267
Gluck, M. A., Daphna Shohamy, A., & Myers, C. E. (2002) · Learning & Memory · doi:10.1101/lm.45202 · Cited by 265
Experimentelle Beiträge zur Lehre vom Gedächtniss
Müller, G. E., & Pilzecker, A. (1900) · Cited by 258
Dreaming of a learning task is associated with enhanced sleep-dependent memory consolidation
Wamsley, E. J., Tucker, M., Payne, J. D., Benavides, J. A., & Stickgold, R. (2010) · Current Biology · doi:10.1016/j.cub.2010.03.027 · Cited by 255
Self-citationProcessing of emotional reactivity and emotional memory over sleep
Baran, B., Pace-Schott, E. F., Ericson, C., & Spencer, R. M. C. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.2532-11.2012 · Cited by 254
Forgetting as an Active Process: An fMRI Investigation of Item-Method-Directed Forgetting
Wylie, G. R., Foxe, J. J., & Taylor, T. L. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhm101 · Cited by 231
On the nature of medial temporal lobe contributions to the constructive simulation of future events
Schacter, D. L., & Addis, D. R. (2009) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2008.0308 · Cited by 226
Towards a Cognitive and Neurobiological Model of Motivated Forgetting
Anderson, M. C., & Huddleston, E. (2011) · Nebraska Symposium on Motivation/The Nebraska symposium on motivation · doi:10.1007/978-1-4614-1195-6_3 · Cited by 208
Entorhinal Cortex Lesions Disrupt the Relational Organization of Memory in Monkeys
Buckmaster, C. A., Eichenbaum, H., Amaral, D. G., SUZUKI, W. A., & Rapp, P. R. (2004) · Journal of Neuroscience · doi:10.1523/jneurosci.1532-04.2004 · Cited by 206
Episodic retrieval and the cortical binding of relational activity
Shimamura, A. P. (2011) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-011-0031-4 · Cited by 205
Nap‐dependent learning in infants
Hupbach, A., Gomez, R. L., Bootzin, R. R., & Nadel, L. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2009.00837.x · Cited by 201
Sleep-dependent consolidation of statistical learning.
Durrant, S. J., Taylor, C., Cairney, S., & Lewis, P. A. (2011) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2011.02.015 · Cited by 197
Anticipated reward enhances offline learning during sleep.
Fischer, S., & Born, J. (2009) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/a0017256 · Cited by 186
Consolidating the Effects of Waking and Sleep on Motor-Sequence Learning
Brawn, T. P., Fenn, K. M., Nusbaum, H. C., & Margoliash, D. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.3295-10.2010 · Cited by 181
Synaptic plasticity in sleep: learning, homeostasis and disease
Wang, G., Grone, B., Colas, D., Appelbaum, L., & Mourrain, P. (2011) · Trends in Neurosciences · doi:10.1016/j.tins.2011.07.005 · Cited by 172
Sleep leads to changes in the emotional memory trace: evidence from FMRI
Payne, J. D., & Kensinger, E. A. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21526 · Cited by 169
The Role of Sleep in Directed Forgetting and Remembering of Human Memories
Saletin, J. M., Goldstein, A. N., & Walker, M. P. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhr034 · Cited by 151
Self-citationSleep enhances false memories depending on general memory performance
Diekelmann, S., Jan Born, A., & Wagner, U. (2009) · Behavioural Brain Research · doi:10.1016/j.bbr.2009.12.021 · Cited by 150
Rauchs, G., Feyers, D., Landeau, B., Bastin, C., Luxen, A., Maquet, P., & Collette, F. (2011) · The Journal of Neuroscience · doi:10.1523/jneurosci.3972-10.2011 · Cited by 121
Sleep enhances category learning.
Djonlagic, I., Rosenfeld, A., Shohamy, D., Myers, C., Gluck, M., & Stickgold, R. (2009) · Learning & Memory · doi:10.1101/lm.1634509 · Cited by 111
Self-citationSleep Supports Selective Retention of Associative Memories Based on Relevance for Future Utilization
van Dongen, E. V., Thielen, J.-W., Takashima, A., Barth, M., & Fernández, G. (2012) · PLoS ONE · doi:10.1371/journal.pone.0043426 · Cited by 110
Increased paradoxical sleep in mice during acquisition of a shock avoidance task
Smith, C. T., Kitahama, K., Valatx, J. L., & Jouvet, M. (1974) · Brain Research · doi:10.1016/0006-8993(74)90786-0 · Cited by 105
Reduced false memory after sleep
Fenn, K. M., Gallo, D. A., Margoliash, D., Roediger, H. L., & Nusbaum, H. C. (2009) · Learning & Memory · doi:10.1101/lm.1500808 · Cited by 96
Wamsley, E. J., Tucker, M. A., Payne, J. D., & Stickgold, R. (2010) · Learning & Memory · doi:10.1101/lm.1828310 · Cited by 89
Self-citationNocturnal Mnemonics: Sleep and Hippocampal Memory Processing
Saletin, J., & Walker, M. P. (2012) · Frontiers in Neurology · doi:10.3389/fneur.2012.00059 · Cited by 84
Self-citationThe impact of overnight consolidation upon memory for emotional and neutral encoding contexts
Lewis, P. A., Cairney, S., Manning, L., & Critchley, H. D. (2011) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2011.05.009 · Cited by 79
Modulatory effects of emotion and sleep on recollection and familiarity
ATIENZA, M., & CANTERO, J. L. (2008) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2008.00661.x · Cited by 79
Does Sleep Promote False Memories?
Darsaud, A., Dehon, H., Lahl, O., Sterpenich, V., Boly, M., Dang-Vu, T., Desseilles, M., Gais, S., Matarazzo, L., Peters, F., et al. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2010.21448 · Cited by 58
Sleep’s role in the processing of unwanted memories: Sleep and processing of unwanted memories
FISCHER, S., DIEKELMANN, S., & BORN, J. (2011) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2010.00881.x · Cited by 50
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
Frey, S., Morris, R., & Petrides, M. (1997) · Neuroscience Research · doi:10.1016/s0168-0102(97)00048-5 · Cited by 23
Knutson, B. D., & Adcock, R. A. (2005) · Neuron · doi:10.1016/j.neuron.2005.01.020 · Cited by 11
Flagged first, then by citations
Research works printed but not linked: 3
- Muller, G.E. & Pilzecker, A. Experimentelle Beitrage zur Lehre von Gedachtnis. Z. Psychol. 1, 1–300 (1900).
- Diekelmann, S. & Born, J. The memory function of sleep. Nat. Rev. Neurosci. 11, 114–126 (2010). · DOI · Paper page
- Walker, M.P. & Stickgold, R. Sleep-dependent learning and memory consolidation. Neuron 44, 121–133 (2004). · DOI · Paper page
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Sorted by citations
Tononi, G., & Cirelli, C. (2014) · Neuron · doi:10.1016/j.neuron.2013.12.025 · Cited by 2,356
“Simulations of hierarchically organized networks indicate that down-selection can also account for gist extraction—a prominent feature of memory that appears to be facilitated by sleep (Inostroza and Born, 2013; Lewis and Durrant, 2011; Rasch and Born, 2013; Stickgold and Walker, 2013).”
BackgroundInfluentialSleep and mental disorders: a meta-analysis of polysomnographic research
Baglioni, C., Nanovska, S., Regen, W., Spiegelhalder, K., Feige, B., Nissen, C., Reynolds, C. F., & Riemann, D. (2016) · Psychological Bulletin · doi:10.1037/bul0000053 · Cited by 1,074
“…a wide range of cognitive and emotional functions, e.g. memory consolidation and reorganization (e.g. Landmann et al., 2015; Rasch & Born, 2013; Stickgold & Walker, 2013); problem solving and creativity (e.g. Landmann et al., 2014; Wagner, Gais, Haider, Verleger & Born, 2004; Walker, Liston,…”
BackgroundNeurobiology of Schemas and Schema-Mediated Memory
Gilboa, A., & Marlatte, H. (2017) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2017.04.013 · Cited by 742
The Consolidation and Transformation of Memory
Dudai, Y., Karni, A., & Born, J. (2015) · Neuron · doi:10.1016/j.neuron.2015.09.004 · Cited by 741
The Restless Engram: Consolidations Never End
Dudai, Y. (2012) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-062111-150500 · Cited by 644
Metadata
- Authors
- Stickgold, R., & Walker, M. P.
- Affiliations
- Beth Israel Deaconess Medical Center (US)
- University of California, Berkeley (US)
- Corresponding author
- Stickgold, Robert
- Walker, Matthew P
- Venue
- Nature Neuroscience
- Published
- 2013-01-28
- Volume
- 16
- Issue
- 2
- Pages
- 139-145
- ISSN
- 1097-6256 (ISSN-L)
- 1546-1726
- PMC
- PMC5826623
- OpenAlex
- W2036537336
- Cited by
- 755
- References
- 77
- Citations by year
- 2026: 29 · 2025: 44 · 2024: 45 · 2023: 113 · 2022: 39 · 2021: 50 · 2020: 58 · 2019: 71 · 2018: 58 · 2017: 60 · 2016: 40 · 2015: 62 · 2014: 58 · 2013: 26
- FWCI
- 5.31
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- National Institute on Aging (R01AG031164, AG031164)
- National Institute of Mental Health (MH-48832, R01MH093537, MH093537, R01MH048832, MH92638, R01MH092638)
- National Institute on Drug Abuse (DA031939, R21DA031939)
- 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, forgetting, memory generalization, memory integration, memory stabilization, feature binding, evolution of memory
- MeSH terms
- Animals, Discrimination, Psychological, Humans, Learning, Memory, Psychological Theory, Sleep
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