Sleep-dependent motor memory plasticity in the human brain
Abstract
Growing evidence indicates a role for sleep in off-line memory processing, specifically in post-training consolidation. In humans, sleep has been shown to trigger overnight learning on a motor-sequence memory task, while equivalent waking periods produce no such improvement. But while the behavioral characteristics of sleep-dependent motor learning become increasingly well characterized, the underlying neural basis remains unknown. Here we present functional magnetic resonance imaging data demonstrating a change in the representation of a motor memory after a night of sleep. Subjects trained on a motor-skill memory and 12 hours later, after either sleep or wake, were retested during functional magnetic resonance imaging. Following sleep relative to wake, regions of increased activation were expressed in the right primary motor cortex, medial prefrontal lobe, hippocampus and left cerebellum; changes that can support faster motor output and more precise mapping of key-press movements. In contrast, signal decreases were identified in parietal cortices, the left insular cortex, temporal pole and fronto-polar region, reflecting a reduced need for conscious spatial monitoring and a decreased emotional task burden. This evidence of an overnight, systems-level change in the representation of a motor memory holds important implications for acquiring real-life skills and in clinical rehabilitation following brain trauma, such as stroke.
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Sleep-dependent changes in brain activity indicative of reorganization of memory representations have been reported for procedural tasks like sequence finger tapping and visual texture discrimination.
“Finally, sleep-dependent changes in brain activity indicative for a reorganization of memory representations have also been reported for procedural tasks like sequences finger tapping and visual texture discrimination (384, 1292, 1293).”
From About Sleep's Role in Memory (2013) · cites this paper as [1292]
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Statistical parametric maps in functional imaging: A general linear approach
Friston, K. J., Holmes, A. P., Worsley, K. J., Poline, J. ‐., Frith, C. D., & Frackowiak, R. S. J. (1994) · Human Brain Mapping · doi:10.1002/hbm.460020402 · Cited by 9,688 · see citing works
Functional MRI evidence for adult motor cortex plasticity during motor skill learning
Kami, A., Meyer, G., Jezzard, P., Adams, M. M., Turner, R., & Ungerleider, L. G. (1995) · Nature · doi:10.1038/377155a0 · Cited by 1,883 · see citing works
Huber, R., Felice Ghilardi, M., Massimini, M., & Tononi, G. (2004) · Nature · doi:10.1038/nature02663 · Cited by 1,854 · see citing works
Circuitry and functional aspects of the insular lobe in primates including humans
AUGUSTINE, J. (1996) · Brain Research Reviews · doi:10.1016/s0165-0173(96)00011-2 · Cited by 1,776 · see citing works
Pascual‐Leone, Á., Nguyet, D., Cohen, L. G., Brasil-Neto, J. P., Cammarota, Á., & Hallett, M. (1995) · Journal of Neurophysiology · doi:10.1152/jn.1995.74.3.1037 · Cited by 1,410 · see citing works
Practice with Sleep Makes Perfect
Walker, M. P., Brakefield, T., Morgan, A., Hobson, J. A., & Stickgold, R. (2002) · Neuron · doi:10.1016/s0896-6273(02)00746-8 · Cited by 1,307 · see citing works
Self-citationSleep-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 1× · see citing works
“A large body of evidence, spanning a wide range of neuroscientific disciplines, now describes evidence of sleepdependent learning in both humans and animals (Walker and Stickgold, 2004), already complemented by cellular and molecular models of sleep-dependent plasticity (Graves et al.”
Self-citationThe role of the anterior prefrontal cortex in human cognition
Koechlin, É., Basso, G., Pietrini, P., Panzer, S., & Grafman, J. H. (1999) · Nature · doi:10.1038/20178 · Cited by 1,046 · see citing works
Dissociable stages of human memory consolidation and reconsolidation
Walker, M. P., Brakefield, T., Allan Hobson, J., & Stickgold, R. (2003) · Nature · doi:10.1038/nature01930 · Cited by 1,025 · see citing works
Self-citationDependence 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
Distinct contribution of the cortico-striatal and cortico-cerebellar systems to motor skill learning
Doyon, J., Penhune, V. B., & Ungerleider, L. G. (2002) · Neuropsychologia · doi:10.1016/s0028-3932(02)00158-6 · Cited by 885 · see citing works
Competition among multiple memory systems: converging evidence from animal and human brain studies
Poldrack, R. A., & Packard, M. G. (2003) · Neuropsychologia · doi:10.1016/s0028-3932(02)00157-4 · Cited by 880 · see citing works
Three-Dimensional MRI Atlas of the Human Cerebellum in Proportional Stereotaxic Space
Schmahmann, J. D., Doyon, J., McDonald, D., Holmes, C. J., Lavoie, K., Hurwitz, A. S., Kabani, N. J., Toga, A. W., Evans, A. C., & Petrides, M. (1999) · NeuroImage · doi:10.1006/nimg.1999.0459 · Cited by 782 · see citing works
Visual discrimination learning requires sleep after training
Stickgold, R., James, L., & Hobson, J. A. (2000) · Nature Neuroscience · doi:10.1038/81756 · Cited by 715 · see citing works
Self-citationImaging brain plasticity during motor skill learning
Ungerleider, L. (2002) · Neurobiology of Learning and Memory · doi:10.1006/nlme.2002.4091 · Cited by 641 · see citing works
An fMRI Study of the Role of the Medial Temporal Lobe in Implicit and Explicit Sequence Learning
Schendan, H. E., Searl, M. M., Melrose, R. J., & Stern, C. E. (2003) · Neuron · doi:10.1016/s0896-6273(03)00123-5 · Cited by 610 · 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
Visual Discrimination Task Improvement: A Multi-Step Process Occurring During Sleep
Stickgold, R., Whidbee, D., Schirmer, B., Patel, V., & Hobson, J. A. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/089892900562075 · Cited by 560 · see citing works
Self-citationEarly 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 · see citing works
A refined model of sleep and the time course of memory formation
Walker, M. P. (2005) · Behavioral and Brain Sciences · doi:10.1017/s0140525x05000026 · Cited by 466 · see citing works
Self-citationConsolidation 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 · see citing works
Sleep 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 · see citing works
Self-citationAwareness 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 · see citing works
The Time Course of Changes during Motor Sequence Learning: A Whole-Brain fMRI Study
Toni, I., Krams, M., Turner, R., & Passingham, R. E. (1998) · NeuroImage · doi:10.1006/nimg.1998.0349 · Cited by 411 · see citing works
Korman, M., Raz, N., Flash, T., & Karni, A. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2035019100 · Cited by 378 · see citing works
Motor learning in man: a positron emission tomographic study
Seitz, R. J., Roland, P. E., Bohm, C., Greitz, T., & Stone-Elander, S. (1990) · NeuroReport · doi:10.1097/00001756-199009000-00016 · Cited by 376 · see citing works
Dissociating the role of the medial and lateral anterior prefrontal cortex in human planning
Koechlin, É., Corrado, G., Pietrini, P., & Grafman, J. H. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.130177397 · Cited by 335 · 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
Self-citationDynamic Cortical and Subcortical Networks in Learning and Delayed Recall of Timed Motor Sequences
Penhune, V. B., & Doyon, J. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-04-01397.2002 · Cited by 244 · see citing works
Ohyama, T., Nores, W. L., Murphy, M. B., & Mauk, M. D. (2003) · Trends in Neurosciences · doi:10.1016/s0166-2236(03)00054-7 · Cited by 244 · see citing works
Cellular and molecular connections between sleep and synaptic plasticity
Benington, J. H., & Frank, M. G. (2003) · Progress in Neurobiology · doi:10.1016/s0301-0082(03)00018-2 · Cited by 244 · see citing works
Sleep and memory: a molecular perspective
Graves, L. (2001) · Trends in Neurosciences · doi:10.1016/s0166-2236(00)01744-6 · Cited by 216 · see citing works
Impaired motor memory for a pursuit rotor task following Stage 2 sleep loss in college students
SMITH, C., & MACNEILL, C. (1994) · Journal of Sleep Research · doi:10.1111/j.1365-2869.1994.tb00133.x · Cited by 210 · see citing works
Fowler, M. J., Sullivan, M. J., & Ekstrand, B. R. (1973) · Science · doi:10.1126/science.179.4070.302 · Cited by 208 · see citing works
Posttraining Sleep Enhances Automaticity in Perceptual Discrimination
Atienza, M., Cantero, J. L., & Stickgold, R. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/089892904322755557 · Cited by 151 · see citing works
Self-citationFunctional MRI of motor sequence acquisition: effects of learning stage and performance
Müller, R.-A., Kleinhans, N. M., Pierce, K., Kemmotsu, N., & Courchesne, E. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(02)00131-3 · Cited by 123 · see citing works
Sakai, K., Ramnani, N., & Passingham, R. E. (2002) · Journal of Neurophysiology · doi:10.1152/jn.2002.88.4.2035 · Cited by 123 · see citing works
The Functional Anatomy of Sleep-dependent Visual Skill Learning
Walker, M. P., Stickgold, R., Jolesz, F. A., & Yoo, S.-S. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi043 · Cited by 121 · see citing works
Self-citationA failure of sleep-dependent procedural learning in chronic, medicated schizophrenia
Manoach, D. S., Cain, M. S., Vangel, M. G., Khurana, A., GOFF, D. C., & Stickgold, R. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.09.012 · Cited by 118 · see citing works
Self-citationKoechlin, É., Danek, A., Burnod, Y., & Grafman, J. H. (2002) · Neuron · doi:10.1016/s0896-6273(02)00742-0 · Cited by 91 · see citing works
How Does the Limbic System Assist Motor Learning? A Limbic Comparator Hypothesis (Part 1 of 2)
Brooks, V. B. (2008) · Brain Behavior and Evolution · doi:10.1159/000118670 · Cited by 70 · see citing works
The influence of sleep on auditory learning: a behavioral study
Gaab, N., Paetzold, M., Becker, M., Walker, M. P., & Gottfried Schlaug, A. (2004) · Neuroreport · doi:10.1097/00001756-200403220-00032 · Cited by 69 · see citing works
Self-citation(2001) · PubMed · Cited by 68 · see citing works
Poldrack, R. A., & Rodriguez, P. F. (2003) · Neuron · doi:10.1016/s0896-6273(03)00159-4 · Cited by 38 · see citing works
Worsley (1996) · doi:10.1002/(sici)1097-0193(1996)4:1
Flagged first, then by citations
Cited by
Sorted by citations
Rasch, B., & Born, J. (2013) · Physiological Reviews · doi:10.1152/physrev.00032.2012 · Cited by 2,783 · see citing works
Sleep-dependent memory consolidation
Stickgold, R. (2005) · Nature · doi:10.1038/nature04286 · Cited by 1,857 · see citing works
Self-citationAn opportunity cost model of subjective effort and task performance
Kurzban, R., Duckworth, A., Kable, J. W., & Myers, J. (2013) · Behavioral and Brain Sciences · doi:10.1017/s0140525x12003196 · Cited by 1,381 · see citing works
Walker, M. P., & Stickgold, R. (2006) · Annual Review of Psychology · doi:10.1146/annurev.psych.56.091103.070307 · Cited by 1,075 · see citing works
Self-citationContributions of the basal ganglia and functionally related brain structures to motor learning
Doyon, J., Bellec, P., Amsel, R., Penhune, V., Monchi, O., Carrier, J., Lehéricy, S., & Benali, H. (2009) · Behavioural Brain Research · doi:10.1016/j.bbr.2008.11.012 · Cited by 783 · see citing works
The Restless Engram: Consolidations Never End
Dudai, Y. (2012) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-062111-150500 · Cited by 644 · 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 · see citing works
Born, J., Rasch, B., & Gais, S. (2006) · The Neuroscientist · doi:10.1177/1073858406292647 · Cited by 557 · see citing works
Daytime naps, motor memory consolidation and regionally specific sleep spindles
Nishida, M., & Walker, M. P. (2007) · PLoS ONE · doi:10.1371/journal.pone.0000341 · Cited by 531 · see citing works
Self-citationSleep-dependent memory consolidation and reconsolidation
Stickgold, R., & Walker, M. P. (2007) · Sleep Medicine · doi:10.1016/j.sleep.2007.03.011 · Cited by 535 · see citing works
Self-citationBoth the Hippocampus and Striatum Are Involved in Consolidation of Motor Sequence Memory
Albouy, G., Sterpenich, V., Balteau, E., Vandewalle, G., Desseilles, M., Dang-Vu, T., Darsaud, A., Ruby, P., Luppi, P.-H., Degueldre, C., et al. (2008) · Neuron · doi:10.1016/j.neuron.2008.02.008 · Cited by 463 · see citing works
Memory consolidation and reconsolidation: what is the role of sleep?
Stickgold, R., & WALKER, M. (2005) · Trends in Neurosciences · doi:10.1016/j.tins.2005.06.004 · Cited by 422 · see citing works
Self-citationSleep 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 · see citing works
Inducing Sleep by Remote Control Facilitates Memory Consolidation in Drosophila
Donlea, J. M., Thimgan, M. S., Suzuki, Y., Gottschalk, L., & Shaw, P. J. (2011) · Science · doi:10.1126/science.1202249 · Cited by 378 · see citing works
Perceptual Learning: Toward a Comprehensive Theory
Watanabe, T., & Sasaki, Y. (2014) · Annual Review of Psychology · doi:10.1146/annurev-psych-010814-015214 · Cited by 348 · see citing works
Reward Improves Long-Term Retention of a Motor Memory through Induction of Offline Memory Gains
Abe, M., Schambra, H., Wassermann, E. M., Luckenbaugh, D., Schweighofer, N., & Cohen, L. G. (2011) · Current Biology · doi:10.1016/j.cub.2011.02.030 · Cited by 313 · see citing works
Brain plasticity related to the consolidation of motor sequence learning and motor adaptation
Debas, K., Carrier, J., Orban, P., Barakat, M., Lungu, O., Vandewalle, G., Tahar, A. H., Bellec, P., Karni, A., Ungerleider, L. G., et al. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1013176107 · Cited by 295 · see citing works
Cognitive consequences of sleep and sleep loss
Walker, M. P. (2008) · Sleep Medicine · doi:10.1016/s1389-9457(08)70014-5 · Cited by 297 · see citing works
Self-citationLearning and Consolidation of Novel Spoken Words
Davis, M. H., Betta, A. M. D., Macdonald, M. J. E., & Gaskell, M. G. (2008) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21059 · Cited by 293 · see citing works
Stress, Sleep and Recovery in Elite Soccer: A Critical Review of the Literature
Nédélec, M., Halson, S., Abaidia, A.-E., Ahmaidi, S., & Dupont, G. (2015) · Sports Medicine · doi:10.1007/s40279-015-0358-z · Cited by 291 · see citing works
Off-line learning of motor skill memory: A double dissociation of goal and movement
Cohen, D. A., Pascual-Leone, A., Press, D. Z., & Robertson, E. M. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0506072102 · Cited by 283 · see citing works
Functional Neuroimaging Insights into the Physiology of Human Sleep.
Dang-Vu, T. T., Schabus, M., Desseilles, M., Sterpenich, V., Bonjean, M., & Maquet, P. (2010) · SLEEP · doi:10.1093/sleep/33.12.1589 · Cited by 284 · see citing works
Albouy, G., King, B. R., Maquet, P., & Doyon, J. (2013) · Hippocampus · doi:10.1002/hipo.22183 · Cited by 270 · see citing works
Sleep in children improves memory performance on declarative but not procedural tasks
Wilhelm, I., Diekelmann, S., & Born, J. (2008) · Learning & Memory · doi:10.1101/lm.803708 · Cited by 265 · see citing works
Overview of sleep & sleep disorders.
Chokroverty, S. (2010) · PubMed · Cited by 257 · see citing works
Motor Memory Consolidation in Sleep Shapes More Effective Neuronal Representations
Fischer, S., Nitschke, M. F., Melchert, U. H., Erdmann, C., & Born, J. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.1743-05.2005 · Cited by 255 · see citing works
Maintaining memories by reactivation
Rasch, B., & Born, J. (2007) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2007.11.007 · Cited by 240 · 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
Promoting memory consolidation during sleep: A meta-analysis of targeted memory reactivation
Hu, X., Cheng, L. Y., Chiu, M. H., & Paller, K. A. (2020) · Psychological Bulletin · doi:10.1037/bul0000223 · Cited by 232 · see citing works
Sleep's function in the spontaneous recovery and consolidation of memories.
Drosopoulos, S., Schulze, C., Fischer, S., & Born, J. (2007) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.136.2.169 · Cited by 230 · see citing works
Backhaus, J., Junghanns, K., Born, J., Hohaus, K., Faasch, F., & Hohagen, F. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2006.03.051 · Cited by 265 · see citing works
Off-Line Processing: Reciprocal Interactions between Declarative and Procedural Memories
Brown, R. M., & Robertson, E. M. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.2799-07.2007 · Cited by 212 · see citing works
Motor Sequence Learning Increases Sleep Spindles and Fast Frequencies in Post-Training Sleep
(2008) · Sleep · doi:10.5665/sleep/31.8.1149 · Cited by 213 · see citing works
Sleeping on the motor engram: The multifaceted nature of sleep-related motor memory consolidation
King, B. R., Hoedlmoser, K., Hirschauer, F., Dolfen, N., & Albouy, G. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.04.026 · Cited by 202 · see citing works
Fast and slow spindle involvement in the consolidation of a new motor sequence
Barakat, M., Doyon, J., Debas, K., Vandewalle, G., Morin, A., Poirier, G., Martin, N., Lafortune, M., Karni, A., Ungerleider, L. G., et al. (2011) · Behavioural Brain Research · doi:10.1016/j.bbr.2010.10.019 · Cited by 203 · see citing works
Cortical control of motor sequences
Ashe, J., Lungu, O. V., Basford, A. T., & Lu, X. (2006) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2006.03.008 · Cited by 185 · see citing works
Remembered experiences and revisit intentions: A longitudinal study of safari park visitors
Barnes, S. J., Mattsson, J., & Sørensen, F. S. (2016) · Tourism Management · doi:10.1016/j.tourman.2016.06.014 · Cited by 195 · see citing works
Strengthening Procedural Memories by Reactivation in Sleep
Schönauer, M., Geisler, T., & Gais, S. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00471 · Cited by 167 · see citing works
Albouy, G., Fogel, S. M., King, B. R., Laventure, S., Benali, H., Karni, A., Carrier, J., Robertson, E. M., & Doyon, J. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.12.049 · Cited by 167 · see citing works
Canto, C. B., Onuki, Y., Bruinsma, B., van der Werf, Y. D., & Zeeuw, C. I. D. (2017) · Trends in Neurosciences · doi:10.1016/j.tins.2017.03.001 · Cited by 168 · see citing works
Sleep-dependent reactivation of ensembles in motor cortex promotes skill consolidation
Ramanathan, D. S., Gulati, T., & Ganguly, K. (2015) · PLOS Biology · doi:10.1371/journal.pbio.1002263 · Cited by 164 · see citing works
Manoach, D. S., Thakkar, K. N., Stroynowski, E., Ely, A. V., McKinley, S. K., Wamsley, E. J., Djonlagic, I. E., Vangel, M. G., GOFF, D. C., & Stickgold, R. (2009) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2009.06.011 · Cited by 150 · see citing works
Self-citationPosttraining Sleep Enhances Automaticity in Perceptual Discrimination
Atienza, M., Cantero, J. L., & Stickgold, R. (2004) · Journal of Cognitive Neuroscience · doi:10.1162/089892904322755557 · Cited by 151 · see citing works
Self-citationfMRI and sleep correlates of the age‐related impairment in motor memory consolidation
Fogel, S. M., Albouy, G., Vien, C., Popovici, R., King, B. R., Hoge, R. D., Jbabdi, S., Benali, H., Karni, A., Maquet, P., et al. (2013) · Human Brain Mapping · doi:10.1002/hbm.22426 · Cited by 142 · see citing works
Fischer, S., Wilhelm, I., & Born, J. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.2.214 · Cited by 142 · see citing works
Acute Exercise and Motor Memory Consolidation: The Role of Exercise Intensity
Thomas, R., Johnsen, L. K., Geertsen, S. S., Christiansen, L., Ritz, C., Roig, M., & Lundbye‐Jensen, J. (2016) · PLoS ONE · doi:10.1371/journal.pone.0159589 · Cited by 137 · see citing works
Albouy, G., Fogel, S. M., Pottiez, H., Nguyen, V. A., Ray, L. B., Lungu, O., Carrier, J., Robertson, E. M., & Doyon, J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0052805 · Cited by 137 · see citing works
Albouy, G., Virginie Sterpenich, A., Vandewalle, G., Darsaud, A., Gais, S., Rauchs, G., Desseilles, M., Boly, M., Dang‐Vu, T. T., Balteau, E., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0059490 · Cited by 130 · see citing works
The Variability of Sleep Among Elite Athletes
Nédélec, M., Aloulou, A., Duforez, F., Meyer, T., & Dupont, G. (2018) · Sports Medicine - Open · doi:10.1186/s40798-018-0151-2 · Cited by 133 · see citing works
NREM Sleep Oscillations and Brain Plasticity in Aging
Fogel, S. M., Martin, N. G., Lafortune, M., Barakat, M., Debas, K., Laventure, S., Latreille, V., Gagnon, J., Doyon, J., & Carrier, J. (2012) · Frontiers in Neurology · doi:10.3389/fneur.2012.00176 · Cited by 122 · see citing works
The missing link between action and cognition
Serrien, D. J., Ivry, R. B., & Swinnen, S. P. (2007) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2007.02.003 · Cited by 120 · see citing works
Genzel, L., Dresler, M., Cornu, M., Jäger, E., Konrad, B. N., Adamczyk, M., Frieß, E., Steiger, A., Czisch, M., & Goya‐Maldonado, R. (2014) · Biological Psychiatry · doi:10.1016/j.biopsych.2014.06.004 · Cited by 111 · see citing works
Sleep spindles predict neural and behavioral changes in motor sequence consolidation
Barakat, M., Carrier, J., Debas, K., Lungu, O., Fogel, S. M., Vandewalle, G., Hoge, R. D., Bellec, P., Karni, A., Ungerleider, L. G., et al. (2012) · Human Brain Mapping · doi:10.1002/hbm.22116 · Cited by 110 · see citing works
Sleep function: current questions and new approaches
Vassalli, A., & Dijk, D. (2009) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2009.06767.x · Cited by 110 · see citing works
Fogel, S. M., Vien, C., Karni, A., Benali, H., Carrier, J., & Doyon, J. (2016) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2016.10.009 · Cited by 109 · see citing works
Fogel, S. M., Albouy, G., King, B. R., Lungu, O., Vien, C., Boré, A., Pinsard, B., Benali, H., Carrier, J., & Doyon, J. (2017) · PLoS ONE · doi:10.1371/journal.pone.0174755 · Cited by 107 · see citing works
Newbury, C. R., Crowley, R., Rastle, K., & Tamminen, J. (2021) · Psychological Bulletin · doi:10.1037/bul0000348 · Cited by 113 · see citing works
Replay in Deep Learning: Current Approaches and Missing Biological Elements
Hayes, T. L., Krishnan, G. P., Bazhenov, M., Siegelmann, H. T., Sejnowski, T. J., & Kanan, C. (2021) · Neural Computation · doi:10.1162/neco_a_01433 · Cited by 106 · see citing works
Procedural learning and dyslexia
Nicolson, R. I., Fawcett, A. J., Brookes, R. L., & Needle, J. L. (2010) · Dyslexia · doi:10.1002/dys.408 · Cited by 106 · see citing works
Neural representations during sleep: From sensory processing to memory traces
Hennevin, E., Huetz, C., & Edeline, J.-M. (2007) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2006.10.006 · Cited by 133 · see citing works
Wiseman‐Hakes, C., Murray, B. J., Moineddin, R., Rochon, E. A., Cullen, N. K., Gargaro, J., & Colantonio, A. (2013) · Brain Injury · doi:10.3109/02699052.2013.823663 · Cited by 98 · see citing works
Better than sleep: Theta neurofeedback training accelerates memory consolidation
Reiner, M., Rozengurt, R., & Barnea, A. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.10.010 · Cited by 94 · see citing works
Schapiro, A. C., Reid, A. G., Morgan, A., Manoach, D. S., Verfaellie, M., & Stickgold, R. (2019) · Hippocampus · doi:10.1002/hipo.23101 · Cited by 94 · see citing works
Self-citationTamaki, M., Matsuoka, T., Nittono, H., & Hori, T. (2009) · Clinical Neurophysiology · doi:10.1016/j.clinph.2009.03.006 · Cited by 88 · see citing works
Cousins, J. N., El‐Deredy, W., Parkes, L. M., Hennies, N., & Lewis, P. A. (2016) · PLoS Biology · doi:10.1371/journal.pbio.1002451 · Cited by 91 · see citing works
How do I remember? Let me count the ways
Stickgold, R. (2009) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2009.05.004 · Cited by 90 · see citing works
Self-citationDoes abnormal sleep impair memory consolidation in schizophrenia?
Manoach, D. S. (2009) · Frontiers in Human Neuroscience · doi:10.3389/neuro.09.021.2009 · Cited by 91 · see citing works
Acute Exercise and Motor Memory Consolidation: The Role of Exercise Timing
Thomas, R. V. R., Beck, M. M., Lind, R. R., Johnsen, L. K., Geertsen, S. S., Christiansen, L., Ritz, C., Roig, M., & Lundbye‐Jensen, J. (2016) · Neural Plasticity · doi:10.1155/2016/6205452 · Cited by 84 · see citing works
Debas, K., Carrier, J., Barakat, M., Marrelec, G., Bellec, P., Tahar, A. H., Karni, A., Ungerleider, L. G., Benali, H., & Doyon, J. (2014) · NeuroImage · doi:10.1016/j.neuroimage.2014.05.022 · Cited by 83 · see citing works
Age-related differences in sleep-based memory consolidation: a meta-analysis
Gui, W.-J., Li, H.-J., Guo, Y.-H., Peng, P., Lei, X., & Yu, J. (2017) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2017.02.001 · Cited by 78 · see citing works
Tamaki, M., Huang, T.-R., Yotsumoto, Y., Hämäläinen, M., Lin, F., Náñez, J. E., Watanabe, T., & Sasaki, Y. (2013) · Journal of Neuroscience · doi:10.1523/jneurosci.1198-13.2013 · Cited by 81 · see citing works
Sleep Enhances Implicit Motor Skill Learning in Individuals Poststroke
Siengsukon, C. F., & Boyd, L. A. (2008) · Topics in Stroke Rehabilitation · doi:10.1310/tsr1501-1 · Cited by 82 · see citing works
Jackson, A., Mavoori, J., & Fetz, E. E. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00710.2006 · Cited by 82 · see citing works
Verdaasdonk, E. G. G., Stassen, L. P. S., van Wijk, R. P. J., & Dankelman, J. (2006) · Surgical Endoscopy · doi:10.1007/s00464-005-0852-8 · Cited by 83 · see citing works
Czeisler, C. A. (2009) · PubMed Central · Cited by 79 · see citing works
Understanding Consolidation through the Architecture of Memories
Robertson, E. M., & Cohen, D. A. (2006) · The Neuroscientist · doi:10.1177/1073858406287935 · Cited by 81 · see citing works
The 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 · see citing works
Nocturnal Mnemonics: Sleep and Hippocampal Memory Processing
Saletin, J., & Walker, M. P. (2012) · Frontiers in Neurology · doi:10.3389/fneur.2012.00059 · Cited by 76 · see citing works
Self-citationFernández‐Seara, M. A., Aznárez‐Sanado, M., Mengual, E., Loayza, F. R., & Pastor, M. A. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.061 · Cited by 74 · see citing works
Evidence for two distinct sleep-related long-term memory consolidation processes
Schönauer, M., Grätsch, M., & Gais, S. (2015) · Cortex · doi:10.1016/j.cortex.2014.08.005 · Cited by 73 · see citing works
Sleep-dependent memory processing
Walker, M. P. (2008) · Harvard Review of Psychiatry · doi:10.1080/10673220802432517 · Cited by 72 · see citing works
Self-citationNonword repetition in children and adults: effects on movement coordination
Sasisekaran, J., Smith, A., Sadagopan, N., & Weber-Fox, C. M. (2009) · Developmental Science · doi:10.1111/j.1467-7687.2009.00911.x · Cited by 71 · see citing works
Skopin, M. D., Kabadi, S. V., Viechweg, S. S., Mong, J. A., & Faden, A. I. (2015) · Journal of Neurotrauma · doi:10.1089/neu.2014.3664 · Cited by 71 · see citing works
Sleep spindle and slow wave frequency reflect motor skill performance in primary school-age children
Astill, R. G., Piantoni, G., Raymann, R., Vis, J. C., Coppens, J. E., Walker, M. P., Stickgold, R., van der Werf, Y. D., & Someren, E. J. W. V. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00910 · Cited by 64 · see citing works
Self-citationKing, B. R., Saucier, P., Albouy, G., Fogel, S. M., Rumpf, J., Klann, J., Buccino, G., Binkofski, F., Claßen, J., Karni, A., et al. (2016) · Cerebral Cortex · doi:10.1093/cercor/bhv347 · Cited by 65 · see citing works
Kalia, M. (2006) · Metabolism · doi:10.1016/j.metabol.2006.07.005 · Cited by 64 · see citing works
Normal values in anal manometry and rectal sensation: a problem of range.
Felt-Bersma, R. J. F., Gort, G., & Meuwissen, S. G. M. (1991) · PubMed · Cited by 60 · see citing works
Correlation between sleep and cognitive functions after hemispheric ischaemic stroke
Siccoli, M. M., Rölli‐Baumeler, N., Achermann, P., & Bassetti, C. L. (2008) · European Journal of Neurology · doi:10.1111/j.1468-1331.2008.02119.x · Cited by 60 · see citing works
Rowe, R. K., Harrison, J., O'Hara, B., & Lifshitz, J. (2014) · Sleep · doi:10.5665/sleep.3582 · Cited by 62 · see citing works
Adi‐Japha, E., Fox, O., & Karni, A. (2011) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2011.01.048 · Cited by 59 · see citing works
Rasch, B., Gais, S., & Born, J. (2009) · Neuropsychopharmacology · doi:10.1038/npp.2009.6 · Cited by 57 · see citing works
Duclos, C., Beauregard, M., Bottari, C. L., Ouellet, M., & Gosselin, N. (2014) · Australian Occupational Therapy Journal · doi:10.1111/1440-1630.12164 · Cited by 58 · see citing works
Medalla, M., & Barbas, H. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.2339-12.2012 · Cited by 57 · see citing works
Sleep–wake changes and cognition in neurodegenerative disease
Naismith, S. L., Lewis, S. J. G., & Rogers, N. L. (2011) · Progress in brain research · doi:10.1016/b978-0-444-53817-8.00002-5 · Cited by 57 · see citing works
Tanaka, S., Honda, M., Hanakawa, T., & Cohen, L. G. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp276 · Cited by 56 · see citing works
Mander, B. A., Zhu, A. H., Lindquist, J. R., Villeneuve, S., Rao, V. R., Lu, B. S., Saletin, J., Ancoli‐Israel, S., Jagust, W. J., & Walker, M. P. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.3033-16.2017 · Cited by 56 · see citing works
Self-citationThe effects of morning training on night sleep: A behavioral and EEG study
Määttä, S., Landsness, E., Sarasso, S., Ferrarelli, F., Ferreri, F., Ghilardi, M. F., & Tononi, G. (2010) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2010.01.006 · Cited by 55 · see citing works
Consolidation of sensorimotor learning during sleepPreprint
Brawn, T. P., Fenn, K. M., Nusbaum, H. C., & Margoliash, D. (2008) · Learning & Memory · doi:10.1101/lm.1180908 · Cited by 52 · see citing works
Biotteau, M., Chaix, Y., & Albaret, J. (2015) · Human Movement Science · doi:10.1016/j.humov.2015.07.005 · Cited by 50 · see citing works
Age Differences in Speech Motor Performance on a Novel Speech Task
Sadagopan, N., & Smith, A. (2013) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2013/12-0293 · Cited by 51 · see citing works
- Authors
- Walker, M. P., Stickgold, R., Alsop, D., Gaab, N., & Schlaug, G.
- Affiliations
- Beth Israel Deaconess Medical Center (US)
- Corresponding author
- Walker, M.P.
- Venue
- Neuroscience
- Publisher
- Elsevier BV
- Published
- 2005-01
- Volume
- 133
- Issue
- 4
- Pages
- 911-917
- ISSN
- 0306-4522 (ISSN-L)
- OpenAlex
- W2067545381
- Cited by
- 308
- References
- 45
- Citations by year
- 2026: 8 · 2025: 8 · 2024: 9 · 2023: 11 · 2022: 6 · 2021: 9 · 2020: 13 · 2019: 7 · 2018: 7 · 2017: 19 · 2016: 25 · 2015: 8 · 2014: 27 · 2013: 23 · 2012: 13
- FWCI
- 8.10
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute of Mental Health (R21MH067754, R01MH065292, MH69935, MH-48832, R03MH069935, R01MH048832, MH 65292, MH67754)
- National Institute of Neurological Disorders and Stroke (NS 45049, R01NS045049)
- 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, motor memory, motor learning, primary motor cortex, hippocampus, cerebellum, medial prefrontal cortex, motor sequence learning, stroke rehabilitation, traumatic brain injury
- MeSH terms
- Adult, Brain, Brain Mapping, Female, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Memory, Motor Skills, Neuronal Plasticity, Oxygen, Sleep, Wakefulness
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