Cortical firing and sleep homeostasis
Open accessAbstract
The need to sleep grows with the duration of wakefulness and dissipates with time spent asleep, a process called sleep homeostasis. What are the consequences of staying awake on brain cells, and why is sleep needed? Surprisingly, we do not know whether the firing of cortical neurons is affected by how long an animal has been awake or asleep. Here, we found that after sustained wakefulness cortical neurons fire at higher frequencies in all behavioral states. During early NREM sleep after sustained wakefulness, periods of population activity (ON) are short, frequent, and associated with synchronous firing, while periods of neuronal silence are long and frequent. After sustained sleep, firing rates and synchrony decrease, while the duration of ON periods increases. Changes in firing patterns in NREM sleep correlate with changes in slow-wave activity, a marker of sleep homeostasis. Thus, the systematic increase of firing during wakefulness is counterbalanced by staying asleep.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
Slow waves in NREM sleep reflect a slow oscillation of cortical neurons between UP and DOWN states.
“We now know that slow waves in NREM sleep reflect a slow oscillation of cortical neurons between UP and DOWN states (Fig. 2)[77, 78].”
From Dreaming and the brain: from phenomenology to neurophysiology (2010) · cites this paper as [78]
Firing rates of cortical neurons were high after periods of sustained wakefulness and decreased during sleep, with the decrease correlating with SWA during sleep.
“Firing rates of cortical neurons were high after periods of sustained wakefulness and decreased during sleep, with the decrease correlating with SWA during sleep (1268).”
From About Sleep's Role in Memory (2013) · cites this paper as [1268]
The rate of action potential firing reportedly increases only modestly (<1.3-fold) in the retrosplenial cortex and primary visual cortex, while decreasing in motor and somatosensory cortices during REM sleep.
“However, the rate of action potential firing reportedly increases only modestly (<1.3-fold) in the retrosplenial cortex (RSC) and primary visual cortex (V1), while decreasing in motor and somatosensory cortices during REM sleep61–63.”
From Energy paradox in REM sleep: balancing supply and consumption in brain metabolism (2026) · cites this paper as [61]
The Results section reports firing rates in rat barrel cortex and an increase from NREM to REM sleep, but does not give the claimed comparison across retrosplenial, visual, motor, and somatosensory cortices. Searches for those regions and for a <1.3-fold REM change found no passage establishing the stated regional increases and decreases; no page numbers were available in our copy. (LLM, conf=0.74)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Glutamate neurotoxicity and diseases of the nervous system
Choi, D. W. (1988) · Neuron · doi:10.1016/0896-6273(88)90162-6 · Cited by 8,152 · see citing works
Sokoloff, L., Reivich, M., Kennedy, C., Rosiers, M. H. D., Patlak, C. S., Pettigrew, K. D., Sakurada, O., & Shinohara, M. (1977) · Journal of Neurochemistry · doi:10.1111/j.1471-4159.1977.tb10649.x · Cited by 6,000 · see citing works
An Energy Budget for Signaling in the Grey Matter of the Brain
Attwell, D., & Laughlin, S. B. (2001) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1097/00004647-200110000-00001 · Cited by 3,543 · see citing works
Sleep function and synaptic homeostasis
Tononi, G., & Cirelli, C. (2006) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2005.05.002 · Cited by 2,151 · see citing works
Self-citationComparative electrophysiology of pyramidal and sparsely spiny stellate neurons of the neocortex
McCormick, D. A., Connors, B. W., Lighthall, J. W., & Prince, D. A. (1985) · Journal of Neurophysiology · doi:10.1152/jn.1985.54.4.782 · Cited by 1,935 · see citing works
Steriade, M., Nunez, A., & Amzica, F. (1993) · The Journal of Neuroscience · doi:10.1523/jneurosci.13-08-03252.1993 · Cited by 1,903 · 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
Self-citationCoordinated memory replay in the visual cortex and hippocampus during sleep
Ji, D., & Wilson, M. A. (2007) · Nature Neuroscience · doi:10.1038/nn1825 · Cited by 1,669 · see citing works
Natural waking and sleep states: a view from inside neocortical neurons
Steriade, M., Timofeev, I., & Grenier, F. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.85.5.1969 · Cited by 1,296 · see citing works
The sleep slow oscillation as a traveling wave
Massimini, M., Huber, R., Ferrarelli, F., Hill, S., & Tononi, G. (2004) · The Journal of Neuroscience · doi:10.1523/jneurosci.1318-04.2004 · Cited by 1,221 · see citing works
Self-citationThe metabolic cost of neural information
Laughlin, S. B., van Steveninck, R. R. D. R., & Anderson, J. C. (1998) · Nature Neuroscience · doi:10.1038/236 · Cited by 1,175 · see citing works
On The Cellular and Network Bases of Epileptic Seizures
McCormick, D. A., & Contreras, D. (2001) · Annual Review of Physiology · doi:10.1146/annurev.physiol.63.1.815 · Cited by 1,006 · see citing works
Haider, B., Duque, A., Hasenstaub, A. R., & McCormick, D. A. (2006) · The Journal of Neuroscience · doi:10.1523/jneurosci.5297-05.2006 · Cited by 962 · see citing works
Steriade, M., Nunez, A., & Amzica, F. (1993) · Journal of Neuroscience · doi:10.1523/jneurosci.13-08-03266.1993 · Cited by 894 · see citing works
Barthó, P., Hirase, H., Monconduit, L., Zugaro, M. B., Harris, K. D., & Buzsáki, G. (2004) · Journal of Neurophysiology · doi:10.1152/jn.01170.2003 · Cited by 888 · see citing works
Vyazovskiy, V. V., Cirelli, C., Pfister-Genskow, M., Faraguna, U., & Tononi, G. (2008) · Nature Neuroscience · doi:10.1038/nn2035 · Cited by 837 · cited 3× · see citing works
“Another possibility is that changes in neuronal firing and synchrony reflect a progressive, net increase in the strength of cortico-cortical connections during wakefulness, followed by a gradual net decrease during sleep (Tononi and Cirelli, 2006), as suggested by some recent studies (Bellina et al., 2008; Gilestro et…”
BackgroundResultHomeostatic plasticity in neuronal networks: the more things change, the more they stay the same
Turrigiano, G. G. (1999) · Trends in Neurosciences · doi:10.1016/s0166-2236(98)01341-1 · Cited by 823 · see citing works
Kudrimoti, H. S., Barnes, C. A., & McNaughton, B. L. (1999) · The Journal of Neuroscience · doi:10.1523/jneurosci.19-10-04090.1999 · Cited by 753 · see citing works
Steriade, M., Contreras, D., Dossi, R. C., & Núñez, Á. (1993) · Journal of Neuroscience · doi:10.1523/jneurosci.13-08-03284.1993 · Cited by 723 · see citing works
Cellular basis of EEG slow rhythms: a study of dynamic corticothalamic relationships
Contreras, D., & Steriade, M. (1995) · Journal of Neuroscience · doi:10.1523/jneurosci.15-01-00604.1995 · Cited by 700 · see citing works
Pavlides, C., & Winson, J. (1989) · The Journal of Neuroscience · doi:10.1523/jneurosci.09-08-02907.1989 · Cited by 684 · see citing works
Cirelli, C., & Tononi, G. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060216 · Cited by 646 · see citing works
Self-citationSteriade, M., Contreras, D., & Nuiiez, A. (1993) · Cited by 584 · see citing works
Critical periods for experience-dependent synaptic scaling in visual cortex
Desai, N. S., Cudmore, R. H., Nelson, S. B., & Turrigiano, G. G. (2002) · Nature Neuroscience · doi:10.1038/nn878 · Cited by 582 · see citing works
Arm immobilization causes cortical plastic changes and locally decreases sleep slow wave activity
Huber, R., Ghilardi, M. F., Massimini, M., Ferrarelli, F., Riedner, B. A., Peterson, M. J., & Tononi, G. (2006) · Nature Neuroscience · doi:10.1038/nn1758 · Cited by 579 · see citing works
Self-citationFrom waking to sleeping: neuronal and chemical substrates
Jones, B. E. (2005) · Trends in Pharmacological Sciences · doi:10.1016/j.tips.2005.09.009 · Cited by 577 · see citing works
Destexhe, A., Contreras, D., & Steriade, M. (1999) · The Journal of Neuroscience · doi:10.1523/jneurosci.19-11-04595.1999 · Cited by 573 · see citing works
Differential regulation of neocortical synapses by neuromodulators and activity
Gil, Z., Connors, B. W., & Amitai, Y. (1997) · Neuron · doi:10.1016/s0896-6273(00)80380-3 · Cited by 553 · see citing works
Sleep Enhances Plasticity in the Developing Visual Cortex
Frank, M. G., Issa, N. P., & Stryker, M. P. (2001) · Neuron · doi:10.1016/s0896-6273(01)00279-3 · Cited by 523 · see citing works
Sequential structure of neocortical spontaneous activity <i>in vivo</i>
Luczak, A., Barthó, P., Marguet, S. L., Buzsáki, G., & Harris, K. D. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0605643104 · Cited by 515 · see citing works
Electrophysiological correlates of sleep delta waves
Amzica, F., & Steriade, M. (1998) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/s0013-4694(98)00051-0 · Cited by 500 · see citing works
Isomura, Y., Sirota, A., Özen, S., Montgomery, S., Mizuseki, K., Henze, D. A., & Buzsáki, G. (2006) · Neuron · doi:10.1016/j.neuron.2006.10.023 · Cited by 500 · see citing works
Model of Thalamocortical Slow-Wave Sleep Oscillations and Transitions to Activated States
Bazhenov, M., Timofeev, I., Steriade, M., & B, T. J. S. A. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-19-08691.2002 · Cited by 457 · see citing works
Buzsáki, G., Kaila, K., & Raichle, M. E. (2007) · Neuron · doi:10.1016/j.neuron.2007.11.008 · Cited by 449 · see citing works
Galarreta, M., & Hestrin, S. (1998) · Nature Neuroscience · doi:10.1038/2822 · Cited by 436 · see citing works
Neuromodulators control the polarity of spike-timing-dependent synaptic plasticity
Seol, G. H., Ziburkus, J., Huang, S., Song, L., Kim, I. T., Takamiya, K., Huganir, R. L., Lee, H.-K., & Kirkwood, A. (2007) · Neuron · doi:10.1016/j.neuron.2007.08.013 · Cited by 429 · see citing works
Riedner, B. A., Vyazovskiy, V. V., Huber, R., Massimini, M., Esser, S., Murphy, M., & Tononi, G. (2007) · Sleep · doi:10.1093/sleep/30.12.1643 · Cited by 424 · cited 3× · see citing works
“Neuronal Synchrony Changes as a Function of Sleep Pressure In vivo studies have shown that, during early sleep, EEG slow waves are larger and have steeper slopes than in late sleep (Riedner et al., 2007; Vyazovskiy et al., 2007).”
BackgroundResultSelf-citationEffect of unilateral somatosensory stimulation prior to sleep on the sleep EEG in humans
KATTLER, H., DIJK, D., & BORBÉLY, A. A. (1994) · Journal of Sleep Research · doi:10.1111/j.1365-2869.1994.tb00123.x · Cited by 401 · see citing works
Dijk, D., Beersma, D. G. M., & Daan, S. (1987) · Journal of Biological Rhythms · doi:10.1177/074873048700200304 · Cited by 369 · see citing works
Widespread Changes in Synaptic Markers as a Function of Sleep and Wakefulness in <i>Drosophila</i>
Gilestro, G. F., Tononi, G., & Cirelli, C. (2009) · Science · doi:10.1126/science.1166673 · Cited by 360 · see citing works
Self-citationMathematical models of sleep regulation
Achermann, P. (2003) · Frontiers in Bioscience · doi:10.2741/1064 · Cited by 358 · see citing works
Hippocampal Sharp Wave-Ripples Linked to Slow Oscillations in Rat Slow-Wave Sleep
Mölle, M., Yeshenko, O., Marshall, L., Sara, S. J., & Born, J. (2006) · Journal of Neurophysiology · doi:10.1152/jn.00014.2006 · Cited by 337 · see citing works
Sleep states alter activity of suprachiasmatic nucleus neurons
Deboer, T., Vansteensel, M. J., Détári, L., & Meijer, J. H. (2003) · Nature Neuroscience · doi:10.1038/nn1122 · Cited by 324 · see citing works
Cajochen, C., Foy, R., & Dijk, D. (1999) · PubMed · Cited by 319 · see citing works
Sleep EEG in the rat as a function of prior waking
Tobler, I., & Borbély, A. A. (1986) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(86)90044-1 · Cited by 319 · see citing works
Esser, S. K., Hill, S. L., & Tononi, G. (2007) · Sleep · doi:10.1093/sleep/30.12.1617 · Cited by 315 · see citing works
Self-citationSteriade, M., Amzica, F., & Nunez, A. (1993) · Journal of Neurophysiology · doi:10.1152/jn.1993.70.4.1385 · Cited by 302 · see citing works
A Causal Role for Brain-Derived Neurotrophic Factor in the Homeostatic Regulation of Sleep
Faraguna, U., Vyazovskiy, V. V., Nelson, A. B., Tononi, G., & Cirelli, C. (2008) · The Journal of Neuroscience · doi:10.1523/jneurosci.5510-07.2008 · Cited by 300 · see citing works
Self-citationDash, M. B., Douglas, C. L., Vyazovskiy, V. V., Cirelli, C., & Tononi, G. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.5486-08.2009 · Cited by 278 · see citing works
Self-citationCellular, synaptic and network effects of neuromodulation
Marder, E. E., & Thirumalai, V. (2002) · Neural Networks · doi:10.1016/s0893-6080(02)00043-6 · Cited by 273 · see citing works
Mechanisms of sleep-dependent consolidation of cortical plasticity
Aton, S. J., Seibt, J., Dumoulin, M., Jha, S. K., Steinmetz, N., Coleman, T., Naidoo, N., & Frank, M. G. (2009) · Neuron · doi:10.1016/j.neuron.2009.01.007 · Cited by 244 · see citing works
Huber, R., Esser, S. K., Ferrarelli, F., Massimini, M., Peterson, M. J., & Tononi, G. (2007) · PLoS ONE · doi:10.1371/journal.pone.0000276 · Cited by 232 · see citing works
Self-citationVyazovskiy, V. V., Riedner, B. A., Cirelli, C., & Tononi, G. (2007) · SLEEP · doi:10.1093/sleep/30.12.1631 · Cited by 225 · see citing works
Exploratory Behavior, Cortical BDNF Expression, and Sleep Homeostasis
Huber, R., Tononi, G., & Cirelli, C. (2007) · Sleep · doi:10.1093/sleep/30.2.129 · Cited by 224 · see citing works
Self-citationDynamics of the sleep EEG after an early evening nap: experimental data and simulations
Werth, E., Dijk, D., Achermann, P., & Borbély, A. A. (1996) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.1996.271.3.r501 · Cited by 220 · see citing works
Network Dynamics Underlying the Formation of Sparse, Informative Representations in the Hippocampus
Karlsson, M. P., & Frank, L. M. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.4261-08.2008 · Cited by 217 · see citing works
Place Representation within Hippocampal Networks Is Modified by Long-Term Potentiation
Dragoi, G., Harris, K. D., & Buzsáki, G. (2003) · Neuron · doi:10.1016/s0896-6273(03)00465-3 · Cited by 215 · see citing works
Decoupling through Synchrony in Neuronal Circuits with Propagation Delays
Lubenov, E. V., & Siapas, A. G. (2008) · Neuron · doi:10.1016/j.neuron.2008.01.036 · Cited by 196 · see citing works
van Welie, I., van Hooft, J. A., & Wadman, W. J. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0307711101 · Cited by 182 · see citing works
Hirase, H., Leinekugel, X., Czurkó, A., Csicsvari, J., & Buzsáki, G. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.161274398 · Cited by 173 · see citing works
Brain topography of the human sleep EEG
Werth, E., Achermann, P., & Borbély, A. A. (1996) · Neuroreport · doi:10.1097/00001756-199612200-00025 · Cited by 170 · see citing works
Mukovski, M., Chauvette, S., Timofeev, I., & Volgushev, M. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhj157 · Cited by 162 · see citing works
Sleep deprivation increases cortical excitability in epilepsy
Badawy, R. A. B., Curatolo, J. M., Newton, M. R., Berkovic, S. F., & Macdonell, R. A. L. (2006) · Neurology · doi:10.1212/01.wnl.0000237392.64230.f7 · Cited by 151 · see citing works
Vyazovskiy, V. V., Faraguna, U., Cirelli, C., & Tononi, G. (2009) · Journal of Neurophysiology · doi:10.1152/jn.91157.2008 · Cited by 134 · see citing works
Self-citationUnihemispheric sleep deprivation in bottlenose dolphins
Oleksenko, A. I., Mukhametov, L. M., POLYAKOVA, I. G., Supin, A. Y., & Kovalzon, V. M. (1992) · Journal of Sleep Research · doi:10.1111/j.1365-2869.1992.tb00007.x · Cited by 125 · see citing works
Cortical excitability and sleep deprivation: a transcranial magnetic stimulation study
Civardi, C. (2001) · Journal of Neurology Neurosurgery & Psychiatry · doi:10.1136/jnnp.71.6.809 · Cited by 121 · see citing works
Rao, Y., Liu, Z.-W., Borók, E., Rabenstein, R. L., Shanabrough, M., Lu, M., Picciotto, M. R., Horváth, T. L., & Gao, X. (2007) · Journal of Clinical Investigation · doi:10.1172/jci32829 · Cited by 117 · see citing works
Neuronal Activity in Cortical and Thalamic Networks
Verzeano, M., & Negishi, K. (1960) · The Journal of General Physiology · doi:10.1085/jgp.43.6.177 · Cited by 116 · see citing works
Cortical unit activity in sleep and waking
Hobson, J. A., & McCarley, R. W. (1971) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(71)90271-9 · Cited by 113 · see citing works
Cellular mechanisms of burst firing‐mediated long‐term depression in rat neocortical pyramidal cells
Czarnecki, A., Birtoli, B., & Ulrich, D. (2006) · The Journal of Physiology · doi:10.1113/jphysiol.2006.123588 · Cited by 99 · see citing works
Comparative evaluation of sleep deprivation and sedated sleep EEGs as diagnostic aids in epilepsy
Rowan, A. J., Veldhuisen, R. J., & Nagelkerke, N. J. D. (1982) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(82)90199-7 · Cited by 91 · see citing works
Firing of neuron pairs in cat association cortex during sleep and wakefulness.
Noda, H., & ADEY, W. R. (1970) · Journal of Neurophysiology · doi:10.1152/jn.1970.33.5.672 · Cited by 90 · see citing works
Scalise, A., Desiato, M. T., Gigli, G. L., et al. (2006) · SLEEP · doi:10.1093/sleep/29.12.1595 · Cited by 86 · see citing works
Running Wheel Accessibility Affects the Regional Electroencephalogram during Sleep in Mice
Vyazovskiy, V. V., Ruijgrok, G., Deboer, T., & Tobler, I. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi110 · Cited by 75 · see citing works
Self-citationHandedness Leads to Interhemispheric EEG Asymmetry During Sleep in the Rat
Vyazovskiy, V. V., & Tobler, I. (2007) · Journal of Neurophysiology · doi:10.1152/jn.01154.2007 · Cited by 73 · see citing works
Self-citationStability of chronic multichannel neural recordings: Implications for a long-term neural interface
Williams, J. C., Rennaker, R. L., & Kipke, D. R. (1999) · Neurocomputing · doi:10.1016/s0925-2312(99)00106-x · Cited by 70 · see citing works
Self-citationVyazovskiy, V. V., Cirelli, C., Tononi, G., & Tobler, I. (2008) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2007.10.040 · Cited by 60 · see citing works
Self-citationNeuronal activity in the association cortex of the cat during sleep, wakefulness and anesthesia
Noda, H., & ADEY, W. R. (1973) · Brain Research · doi:10.1016/0006-8993(73)90047-4 · Cited by 52 · see citing works
THE ACTIVITY OF SINGLE CORTICAL NEURONES OF UNRESTRAINED CATS DURING SLEEP AND WAKEFULNESS.
MURATA, K., & Kameda, K. (1963) · PubMed · Cited by 50 · see citing works
Electrical activity in neocortical projection and association areas during slow wave sleep
Calvet, J., Fourment, A., & Thieffry, M. (1973) · Brain Research · doi:10.1016/0006-8993(73)90657-4 · Cited by 40 · see citing works
Sleep does not enhance the recovery of deprived eye responses in developing visual cortex
Dadvand, L., Stryker, M. P., & Frank, M. G. (2006) · Neuroscience · doi:10.1016/j.neuroscience.2006.08.029 · Cited by 17 · see citing works
The effects of sleep on neurons in isolated cerebral cortex
Burns, B. D., Stean, J. P. B., & Webb, A. C. (1979) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1979.0105 · Cited by 15 · see citing works
Desiraju, T. (1972) · Brain Research · doi:10.1016/0006-8993(72)90252-1 · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Bellina V Huber R Rosanova M Mariotti M Tononi G Massimini M 2008 Cortical excitability and sleep homeostasis in humans: a TMS/hd-EEG study Journal of Sleep Research 17 39
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
Tononi, G., & Cirelli, C. (2014) · Neuron · doi:10.1016/j.neuron.2013.12.025 · Cited by 2,356 · see citing works
Self-citationControl of sleep and wakefulness
Brown, R. E., Basheer, R., McKenna, J. T., Strecker, R. E., & McCarley, R. W. (2012) · Physiological Reviews · doi:10.1152/physrev.00032.2011 · Cited by 1,477 · see citing works
Saper, C. B., Fuller, P. M., Pedersen, N. P., Lu, J., & Scammell, T. E. (2010) · Neuron · doi:10.1016/j.neuron.2010.11.032 · Cited by 1,404 · see citing works
Mechanisms of systems memory consolidation during sleep
Klinzing, J. G., Niethard, N., & Born, J. (2019) · Nature Neuroscience · doi:10.1038/s41593-019-0467-3 · Cited by 1,176 · see citing works
The Temporal Structures and Functional Significance of Scale-free Brain Activity
He, B. J., Zempel, J. M., Snyder, A. Z., & Raichle, M. E. (2010) · Neuron · doi:10.1016/j.neuron.2010.04.020 · Cited by 990 · see citing works
Vyazovskiy, V. V., Olcese, U., Hanlon, E. C., Nir, Y., Cirelli, C., & Tononi, G. (2011) · Nature · doi:10.1038/nature10009 · Cited by 865 · see citing works
Self-citationDreaming and the brain: from phenomenology to neurophysiology
Nir, Y., & Tononi, G. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.12.001 · Cited by 595 · see citing works
“As for NREM sleep, we believe that higher occurrence of recalls, especially of typical dreams in the morning hours, would reflect longer UP periods upon dissipation of sleep pressure (Figure 2) [ 78 ].”
BackgroundInfluentialSelf-citationOoms, S., Overeem, S., Besse, K., Rikkert, M. O., Verbeek, M., & Claassen, J. A. H. R. (2014) · JAMA Neurology · doi:10.1001/jamaneurol.2014.1173 · Cited by 438 · see citing works
Kurth, S., Ringli, M., Geiger, A., LeBourgeois, M., Jenni, O. G., & Huber, R. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.2532-10.2010 · Cited by 373 · see citing works
REM 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 · see citing works
State-dependent architecture of thalamic reticular subnetworks
Halassa, M. M., Chen, Z., Wimmer, R. D., Brunetti, P. M., Zhao, S., Zikopoulos, B., Wang, F., Brown, E. N., & Wilson, M. A. (2014) · Cell · doi:10.1016/j.cell.2014.06.025 · Cited by 309 · see citing works
Brain neural patterns and the memory function of sleep
Girardeau, G., & Lopes-dos-Santos, V. (2021) · Science · doi:10.1126/science.abi8370 · Cited by 293 · see citing works
EEG sleep slow-wave activity as a mirror of cortical maturation
Buchmann, A., Ringli, M., Kurth, S., Schaerer, M., Geiger, A., Jenni, O. G., & Huber, R. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq129 · Cited by 273 · see citing works
Imaging neural circuit dynamics with a voltage-sensitive fluorescent protein
Akemann, W., Mutoh, H., Perron, A., Park, Y. K., Iwamoto, Y., & Knöpfel, T. (2012) · Journal of Neurophysiology · doi:10.1152/jn.00452.2012 · Cited by 237 · see citing works
A systematic literature review of sex differences in childhood language and brain development
Etchell, A., Adhikari, A., Weinberg, L. S., Choo, A. L., Garnett, E. O., Chow, H. M., & Chang, S.-E. (2018) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2018.04.011 · Cited by 193 · see citing works
Siclari, F., Bernardi, G., Riedner, B. A., LaRocque, J. J., Benca, R. M., & Tononi, G. (2014) · Sleep · doi:10.5665/sleep.4070 · Cited by 181 · see citing works
Self-citationLocal Slow Waves in Superficial Layers of Primary Cortical Areas during REM Sleep
Funk, C. M., Honjoh, S., Rodriguez, A. V., Cirelli, C., & Tononi, G. (2016) · Current Biology · doi:10.1016/j.cub.2015.11.062 · Cited by 178 · see citing works
Self-citationAutomated long-term recording and analysis of neural activity in behaving animals
Dhawale, A. K., Poddar, R., Wolff, S. B., Normand, V. A., Kopelowitz, E., & Ölveczky, B. P. (2017) · eLife · doi:10.7554/elife.27702 · Cited by 159 · see citing works
Farzan, F., Vernet, M., Shafi, M. M. D., Rotenberg, A., Daskalakis, Z. J., & Pascual-Leone, A. (2016) · Frontiers in Neural Circuits · doi:10.3389/fncir.2016.00073 · Cited by 173 · see citing works
NREM and REM Sleep: Complementary Roles in Recovery after Wakefulness
Vyazovskiy, V. V., & Delogu, A. (2014) · The Neuroscientist · doi:10.1177/1073858413518152 · Cited by 169 · see citing works
Self-citationRole of somatostatin-positive cortical interneurons in the generation of sleep slow waves
Funk, C. M., Peelman, K., Bellesi, M., Marshall, W., Cirelli, C., & Tononi, G. (2017) · The Journal of Neuroscience · doi:10.1523/jneurosci.1303-17.2017 · Cited by 145 · see citing works
Self-citationSleep, its regulation and possible mechanisms of sleep disturbances
Porkka‐Heiskanen, T., Zitting, K. ‐., & Wigren, H. ‐. (2013) · Acta Physiologica · doi:10.1111/apha.12134 · Cited by 157 · see citing works
Imaging human brain networks to improve the clinical efficacy of non-invasive brain stimulation
Sale, M. V., Mattingley, J. B., Zalesky, A., & Cocchi, L. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.09.010 · Cited by 145 · see citing works
The supramammillary nucleus and the claustrum activate the cortex during REM sleep
Renouard, L., Billwiller, F., Ogawa, K., Clément, O., Camargo, N., Abdelkarim, M., Gay, N., Scoté-Blachon, C., Touré, R., Libourel, P.-A., et al. (2015) · Science Advances · doi:10.1126/sciadv.1400177 · Cited by 152 · see citing works
Sleep homeostasis in the rat is preserved during chronic sleep restriction
Leemburg, S., Vyazovskiy, V. V., Olcese, U., Bassetti, C. L., Tononi, G., & Cirelli, C. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1002570107 · Cited by 154 · see citing works
Self-citationSleep-stage-specific regulation of cortical excitation and inhibition
Niethard, N., Hasegawa, M., Itokazu, T., Oyanedel, C. N., Born, J., & Sato, T. R. (2016) · Current Biology · doi:10.1016/j.cub.2016.08.035 · Cited by 140 · see citing works
Deep sleep maintains learning efficiency of the human brain
Fattinger, S., de Beukelaar, T. T., Ruddy, K. L., Volk, C., Heyse, N. C., Herbst, J. A., Hahnloser, R. H. R., Wenderoth, N., & Huber, R. (2017) · Nature Communications · doi:10.1038/ncomms15405 · Cited by 148 · see citing works
Temporal dynamics of cortical sources underlying spontaneous and peripherally evoked slow waves
Riedner, B. A., Hulse, B. K., Murphy, M. J., Ferrarelli, F., & Tononi, G. (2011) · Progress in Brain Research · doi:10.1016/b978-0-444-53839-0.00013-2 · Cited by 130 · see citing works
Self-citationInvolvement of cytokines in slow wave sleep
Krueger, J. M., Clinton, J. M., Winters, B. D., Zielinski, M. R., Taishi, P., Jewett, K. A., & Davis, C. J. (2011) · Progress in Brain Research · doi:10.1016/b978-0-444-53839-0.00003-x · Cited by 126 · see citing works
Sleep promotes cortical response potentiation following visual experience
Aton, S. J., Suresh, A., Broussard, C., & Frank, M. G. (2014) · SLEEP · doi:10.5665/sleep.3830 · Cited by 122 · see citing works
Aton, S. J., Broussard, C., Dumoulin, M., Seibt, J., Watson, A., Coleman, T., & Frank, M. G. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1208093110 · Cited by 113 · see citing works
Sleep slow-wave activity reveals developmental changes in experience-dependent plasticity
Wilhelm, I., Kurth, S., Ringli, M., Mouthon, A.-L., Buchmann, A., Geiger, A., Jenni, O. G., & Huber, R. (2014) · The Journal of Neuroscience · doi:10.1523/jneurosci.0962-14.2014 · Cited by 108 · see citing works
Rihm, J. S., Diekelmann, S., Born, J., & Rasch, B. (2014) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00579 · Cited by 110 · see citing works
Topography of sleep slow wave activity in children with attention-deficit/hyperactivity disorder
Ringli, M., Souissi, S., Kurth, S., Brandeis, D., Jenni, O. G., & Huber, R. (2013) · Cortex · doi:10.1016/j.cortex.2012.07.007 · Cited by 101 · see citing works
Plasticity during sleep is linked to specific regulation of cortical circuit activity
Niethard, N., Burgalossi, A., & Born, J. (2017) · Frontiers in Neural Circuits · doi:10.3389/fncir.2017.00065 · Cited by 89 · see citing works
Regulation of neuron-astrocyte metabolic coupling across the sleep-wake cycle
Petit, J.-M., & Magistretti, P. J. (2016) · Neuroscience · doi:10.1016/j.neuroscience.2015.12.007 · Cited by 92 · see citing works
Thomas, R. J., Mietus, J. E., Peng, C.-K., Guo, D., Gozal, D., Montgomery-Downs, H., Gottlieb, D. J., Wang, C.-Y., & Goldberger, A. L. (2014) · Sleep Medicine · doi:10.1016/j.sleep.2013.10.002 · Cited by 90 · see citing works
Spatio-temporal properties of sleep slow waves and implications for development
Timofeev, I., Schoch, S. F., LeBourgeois, M. K., Huber, R., Riedner, B. A., & Kurth, S. (2020) · Current Opinion in Physiology · doi:10.1016/j.cophys.2020.01.007 · Cited by 83 · see citing works
Neural and Homeostatic Regulation of REM Sleep
Park, S.-H., & Weber, F. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.01662 · Cited by 82 · see citing works
Late bedtimes weaken school performance and predispose adolescents to health hazards
Merikanto, I., Lahti, T., Puusniekka, R., & Partonen, T. (2013) · Sleep Medicine · doi:10.1016/j.sleep.2013.06.009 · Cited by 79 · see citing works
Rodriguez, A. V., Funk, C. M., Vyazovskiy, V. V., Nir, Y., Tononi, G., & Cirelli, C. (2016) · The Journal of Neuroscience · doi:10.1523/jneurosci.1614-16.2016 · Cited by 76 · see citing works
Self-citationDurkin, J., & Aton, S. J. (2016) · Sleep · doi:10.5665/sleep.5338 · Cited by 68 · see citing works
Stereotypic wheel running decreases cortical activity in mice
Fisher, S. P., Cui, N., McKillop, L. E., Gemignani, J., Bannerman, D. M., Oliver, P. L., Peirson, S. N., & Vyazovskiy, V. V. (2016) · Nature Communications · doi:10.1038/ncomms13138 · Cited by 70 · see citing works
“4c,f), while RUN on neurons showed a higher frequency of longer ISIs in comparison to RUN off neurons, similar to those occurring during NREM sleep 20 .”
InfluentialArena, A., Comolatti, R., Thon, S., Casali, A. G., & Storm, J. F. (2021) · eneuro · doi:10.1523/eneuro.0343-20.2021 · Cited by 66 · see citing works
Neuroscience-driven discovery and development of sleep therapeutics
Dresler, M., Spoormaker, V. I., Beitinger, P., Czisch, M., Kimura, M., Steiger, A., & Holsboer, F. (2014) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2013.10.012 · Cited by 63 · see citing works
Mitochondrial origins of the pressure to sleep
Sarnataro, R., Velasco, C. D., Monaco, N., Kempf, A., & Miesenböck, G. (2025) · Nature · doi:10.1038/s41586-025-09261-y · Cited by 62 · see citing works
Spindle activity orchestrates plasticity during development and sleep
Lindemann, C., Ahlbeck, J., Bitzenhofer, S. H., & Hanganu-Opatz, I. L. (2016) · Neural Plasticity · doi:10.1155/2016/5787423 · Cited by 59 · see citing works
Thalamocortical Oscillations: Local Control of EEG Slow Waves
Timofeev, I., & Chauvette, S. (2011) · Current Topics in Medicinal Chemistry · doi:10.2174/156802611797470376 · Cited by 55 · see citing works
The 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
Self-citationRantamäki, T., & Kohtala, S. (2020) · Pharmacological Reviews · doi:10.1124/pr.119.018697 · Cited by 45 · see citing works
Sleep/wake changes in perturbational complexity in rats and mice
Cavelli, M. L., Mao, R., Findlay, G., Driessen, K., Bugnon, T., Tononi, G., & Cirelli, C. (2023) · iScience · doi:10.1016/j.isci.2023.106186 · Cited by 46 · see citing works
Self-citationMemory corticalization triggered by REM sleep: mechanisms of cellular and systems consolidation
Almeida-Filho, D. G., Queiroz, C. M., & Ribeiro, S. (2018) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-018-2886-9 · Cited by 38 · see citing works
Across-night dynamics in traveling sleep slow waves throughout childhood
Schoch, S. F., Riedner, B. A., Deoni, S. C., Huber, R., LeBourgeois, M. K., & Kurth, S. (2018) · Sleep · doi:10.1093/sleep/zsy165 · Cited by 31 · see citing works
Rauske, P. L., Chi, Z., Dave, A. S., & Margoliash, D. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.3112-09.2010 · Cited by 31 · see citing works
Maciel, R., Yamazaki, R., Wang, D., De Laet, A., Cabrera, S., Agnorelli, C., Arthaud, S., Libourel, P.-A., Fort, P., Lee, H., et al. (2021) · Biochemical Pharmacology · doi:10.1016/j.bcp.2021.114514 · Cited by 26 · see citing works
Olcese, U., Bos, J. J., Vinck, M., & Pennartz, C. M. A. (2018) · Sleep · doi:10.1093/sleep/zsy167 · Cited by 18 · see citing works
Self-citationKajiya, R., Miyawaki, H., Nakahara, H., & Mizuseki, K. (2025) · eneuro · doi:10.1523/eneuro.0575-24.2025 · Cited by 4 · see citing works
Energy paradox in REM sleep: balancing supply and consumption in brain metabolism
Takahashi, Y., Ikoma, Y., & Matsui, K. (2026) · Communications Biology · doi:10.1038/s42003-026-10646-6 · Cited by 1 · see citing works
- Authors
- Vyazovskiy, V. V., Olcese, U., Lazimy, Y. M., Faraguna, U., Esser, S. K., Williams, J. C., Cirelli, C., & Tononi, G.
- Affiliations
- University of Wisconsin–Madison (US)
- Corresponding author
- Tononi, Giulio
- ORCID
- Venue
- Neuron
- Publisher
- Elsevier BV
- Published
- 2009-09
- Volume
- 63
- Issue
- 6
- Pages
- 865-878
- ISSN
- 0896-6273 (ISSN-L)
- PMC
- PMC2819325
- OpenAlex
- W2086238474
- Cited by
- 740
- References
- 83
- Citations by year
- 2026: 24 · 2025: 59 · 2024: 47 · 2023: 37 · 2022: 51 · 2021: 42 · 2020: 38 · 2019: 65 · 2018: 33 · 2017: 52 · 2016: 38 · 2015: 38 · 2014: 49 · 2013: 49 · 2012: 42
- FWCI
- 19.03
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Neuron (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Surrey Research Insight Open Access (The University of Surrey) (submittedVersion)
- Open Research (University of Surrey) (submittedVersion)
- CINECA IRIS Institutial research information system (University of Pisa) (submittedVersion)
- Funders
- National Institutes of Health (5p20mh077967-04, DP1OD000579)
- National Institute of Mental Health (P20MH-077967)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Keywords
- sleep homeostasis, sustained wakefulness, NREM sleep, neuronal synchronization, slow-wave activity, neural population activity, sleep deprivation
- MeSH terms
- Action Potentials, Animals, Behavior, Animal, Brain Mapping, Cerebral Cortex, Computer Simulation, Electroencephalography, Fourier Analysis, Homeostasis, Male, Models, Neurological, Neurons, Rats, Inbred WKY, Signal Processing, Computer-Assisted, Sleep, Sleep Deprivation, Time Factors, Wakefulness, Polysomnography, Rats
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