Sleep-Dependent θ Oscillations in the Human Hippocampus and Neocortex
Open accessAbstract
Hippocampal theta waves recorded during rapid eye movement (REM) sleep are thought to play a critical role in memory consolidation in lower mammals, but previous attempts to detect similar theta oscillations in the human hippocampus have been unsuccessful. Using subdural and depth recordings from epileptic patients, we now report the first evidence of state-dependent hippocampal theta waves (4-7 Hz) in humans. Unlike the continuous theta in rodents, however, these oscillations were consistently observed during REM sleep in short (approximately 1 sec) bursts and during transitions to wake in longer epochs. Theta waves were also observed in the basal temporal lobe and frontal cortex during transitions from sleep to wake and in quiet wakefulness but not in REM, and they were not coherent with hippocampal theta oscillations. The absence of functional coupling between neocortex and hippocampus during theta periods indicates that multiple theta generators exist in the human brain, and that they are dynamically regulated by brain state. Gamma oscillations were also present during REM theta bursts, but the fluctuations in gamma power were not associated with theta phase, pointing out another significant difference between rodent and human theta properties. Together, these findings suggest that the generation mechanisms of theta oscillations in humans might have evolved from tonic to phasic in hippocampus during REM sleep and extended from hippocampus to cortex, where they appear in certain wakefulness-related states.
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Compared with wakefulness or SWS, EEG activity during REM sleep shows reduced coherence between limbic-hippocampal and neocortical circuitry in a wide range of frequencies including theta and gamma.
“Compared with wakefulness or SWS, EEG activity during REM sleep shows reduced coherence between limbic-hippocampal and neocortical circuitry in a wide range of frequencies including theta and gamma (51,174,293).”
From About Sleep's Role in Memory (2013) · cites this paper as [174]
The Results report that hippocampal–neocortical coherence was absent regardless of brain state, rather than reduced specifically during REM sleep relative to wakefulness or SWS. The cited passage concerns theta-range oscillations and does not establish the claimed comparison across frequencies including gamma. (LLM, conf=0.88)
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Experimental — accuracy not yet measuredThe theta rhythm is directly connected with some areas engaged in memory processing and represents an EEG marker of hippocampal activity.
“the theta rhythm is directly connected with some areas engaged in memory processing and, in particular, it represents an EEG marker of hippocampal activity”
From The Functional Role of Dreaming in Emotional Processes (2019) · cites this paper as Cantero et al., 2003
The Introduction (page not provided) describes theta oscillations as a prominent feature of the hippocampus and says they have been hypothesized to participate in memory encoding and retrieval. The Discussion (page not provided) reports independent, state-dependent hippocampal and cortical theta generators, so it does not establish that theta generally marks hippocampal activity or is directly connected across memory-related areas. (LLM, conf=0.85)
Experimental — accuracy not yet measuredTheta rhythm may be considered as the local field potential that represents an electrophysiological marker of hippocampal activity both during awake behavior and REM sleep.
“Theta rhythm may be considered as the local field potential (LFP) that represents an electrophysiological marker of hippocampal activity (Rutishauser et al., 2010), both during awake behavior and REM sleep (Klimesch, 1996; Cantero et al., 2003).”
From EEG oscillations during sleep and dream recall: state- or trait-like individual differences? (2015) · cites this paper as Cantero et al., 2003
The Results report hippocampal theta bursts during REM sleep and during transitions from sleep to waking. They also state that none of the three patients with hippocampal-depth electrodes showed these oscillations during quiet wakefulness. Thus Cantero et al. support the REM-sleep portion, but their findings do not establish hippocampal theta during awake behavior generally; the LFP-marker wording is cited to a different source. (LLM, conf=0.88)
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Cites
Co-Planar Stereotaxic Atlas of the Human Brain
Talairach, J., & Tournoux, P. (1988) · Medical Entomology and Zoology · Cited by 11,798 · see citing works
Rechtschaffen, A. (1968) · Medical Entomology and Zoology · Cited by 11,772 · see citing works
Spectral Analysis and its Applications.
Freiberger, W. F., Jenkins, G. M., & Watts, D. G. (1969) · Journal of the American Statistical Association · doi:10.2307/2286100 · Cited by 4,990 · see citing works
Paxinos, G. (1985) · Cited by 3,715 · see citing works
Theta oscillations in the hippocampus
Buzsáki, G. (2002) · Neuron · doi:10.1016/s0896-6273(02)00586-x · Cited by 3,332 · see citing works
Phase relationship between hippocampal place units and the EEG theta rhythm
O'Keefe, J. M., & Recce, M. L. (1993) · Hippocampus · doi:10.1002/hipo.450030307 · Cited by 2,561 · see citing works
Hippocampal electrical activity and voluntary movement in the rat
Vanderwolf, C. H. (1969) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(69)90092-3 · Cited by 1,928 · see citing works
Engineering Applications of Correlation and Spectral Analysis.
Tolley, H. D., Bendat, J. S., & Piersol, A. G. (1982) · Journal of the American Statistical Association · doi:10.2307/2287747 · Cited by 1,677 · see citing works
Gamma (40-100 Hz) oscillation in the hippocampus of the behaving rat
Bragin, A., Jando, G., Nadasdy, Z., Hetke, J., Wise, K., & Buzsaki, G. (1995) · The Journal of Neuroscience · doi:10.1523/jneurosci.15-01-00047.1995 · Cited by 1,527 · see citing works
HIPPOCAMPAL ELECTRICAL ACTIVITY IN AROUSAL
Green, J. D., & Arduini, A. (1954) · Journal of Neurophysiology · doi:10.1152/jn.1954.17.6.533 · Cited by 1,392 · see citing works
Mechanisms of Gamma Oscillations in the Hippocampus of the Behaving Rat
Csicsvari, J., Jamieson, B. G., Wise, K. D., & Buzsáki, G. (2003) · Neuron · doi:10.1016/s0896-6273(02)01169-8 · Cited by 990 · see citing works
Loss of Hippocampal Theta Rhythm Results in Spatial Memory Deficit in the Rat
Winson, J. (1978) · Science · doi:10.1126/science.663646 · Cited by 857 · see citing works
Gating of human theta oscillations by a working memory task
Raghavachari, S., Kahana, M. J., Rizzuto, D. S., Caplan, J. B., Kirschen, M. P., Bourgeois, B., Madsen, J. R., & Lisman, J. E. (2001) · The Journal of Neuroscience · doi:10.1523/jneurosci.21-09-03175.2001 · Cited by 792 · see citing works
Self-citation(1997) · Neuroscience · doi:10.1016/s0306-4522(97)00239-x · Cited by 707 · see citing works
Self-citationHuman theta oscillations exhibit task dependence during virtual maze navigation
Kahana, M. J., Sekuler, R., Caplan, J. B., Kirschen, M., & Madsen, J. R. (1999) · Nature · doi:10.1038/21645 · Cited by 649 · see citing works
Self-citationHuerta, P. T., & Lisman, J. E. (1995) · Neuron · doi:10.1016/0896-6273(95)90094-2 · Cited by 646 · see citing works
Induction of synaptic potentiation in hippocampus by patterned stimulation involves two events
Larson, J., & Lynch, G. (1986) · Science · doi:10.1126/science.3704635 · Cited by 597 · cited 4× · see citing works
“It has been suggested that oscillations enhance the formation of long-term memories by facilitating the process of long-term potentiation (Larson and Lynch, 1986; Pavlides et al., 1988; Huerta and Lisman, 1996; Holscher et al., 1997), even when waves and incoming stimuli are correlated for periods 1 sec.”
BackgroundInfluentialMemory consolidation during sleep: a neurophysiological perspective
Buzsáki, G. (1998) · Journal of Sleep Research · doi:10.1046/j.1365-2869.7.s1.3.x · Cited by 578 · see citing works
Bland, B. H., & Oddie, S. D. (2001) · Behavioural Brain Research · doi:10.1016/s0166-4328(01)00358-8 · Cited by 520 · see citing works
Whishaw, I. Q., & Vanderwolf, C. H. (1973) · Behavioral Biology · doi:10.1016/s0091-6773(73)80041-0 · Cited by 508 · see citing works
Theta oscillations index human hippocampal activation during a working memory task
Tesche, C. D., & Karhu, J. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.2.919 · Cited by 497 · see citing works
Hippocampal network patterns of activity in the mouse
Buzsáki, G., Buhl, D. L., Harris, K. D., Csicsvari, J., Czéh, B., & Morozov, A. (2003) · Neuroscience · doi:10.1016/s0306-4522(02)00669-3 · Cited by 486 · see citing works
Pavlides, C., Greenstein, Y. J., Grudman, M., & Winson, J. (1988) · Brain Research · doi:10.1016/0006-8993(88)91499-0 · Cited by 485 · see citing works
Lopes, F. H. D. S., Vos, J. E., Mooibroek, J. J., & van Rotterdam, A. (1980) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(80)90011-5 · Cited by 425 · see citing works
Hölscher, C., Anwyl, R., & Rowan, M. J. (1997) · The Journal of Neuroscience · doi:10.1523/jneurosci.17-16-06470.1997 · Cited by 411 · see citing works
Human θ Oscillations Related to Sensorimotor Integration and Spatial Learning
Caplan, J. B., Madsen, J. R., Schulze‐Bonhage, A., Aschenbrenner-Scheibe, R., Newman, E. L., & Kahana, M. J. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-11-04726.2003 · Cited by 411 · see citing works
Self-citationMitchell, S., Rawlins, J. N. P., Steward, O., & Olton, D. S. (1982) · Journal of Neuroscience · doi:10.1523/jneurosci.02-03-00292.1982 · Cited by 401 · see citing works
Prediction of Learning Rate from the Hippocampal Electroencephalogram
Berry, S. D., & Thompson, R. F. (1978) · Science · doi:10.1126/science.663612 · Cited by 311 · see citing works
Brankačk, J., Stewart, M., & Fox, S. E. (1993) · Brain Research · doi:10.1016/0006-8993(93)90043-m · Cited by 279 · see citing works
Distinct patterns of brain oscillations underlie two basic parameters of human maze learning.
Caplan, J., Madsen, J., Raghavachari, S., & Kahana, M. (2001) · Journal of Neurophysiology · doi:10.1152/jn.2001.86.1.368 · Cited by 270 · see citing works
Self-citationReset of human neocortical oscillations during a working memory task
Rizzuto, D. S., Madsen, J. R., Bromfield, E. B., Schulze‐Bonhage, A., Seelig, D., Aschenbrenner-Scheibe, R., & Kahana, M. J. (2003) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0732061100 · Cited by 256 · see citing works
Self-citationBuzsáki, G., Czopf, J., Kondákor, I., & Kellényi, L. (1986) · Brain Research · doi:10.1016/0006-8993(86)90729-8 · Cited by 250 · see citing works
Interspecies differences in the occurrence of theta
Winson, J. (1972) · Behavioral Biology · doi:10.1016/s0091-6773(72)80210-4 · Cited by 231 · see citing works
Interdependence of Multiple Theta Generators in the Hippocampus: a Partial Coherence Analysis
Kocsis, B., Bragin, A., & Buzsáki, G. (1999) · Journal of Neuroscience · doi:10.1523/jneurosci.19-14-06200.1999 · Cited by 218 · see citing works
Self-citationOscillatory brain states and learning: Impact of hippocampal theta-contingent training
Seager, M. A., Johnson, L. D., Chabot, E. S., Asaka, Y., & Berry, S. D. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.032662099 · Cited by 200 · see citing works
Carbachol-induced EEG ‘theta’ activity in hippocampal brain slices
Konopacki, J., MacIver, M. B., Bland, B. H., & Roth, S. H. (1987) · Brain Research · doi:10.1016/0006-8993(87)91009-2 · Cited by 190 · see citing works
Human hippocampal formation EEG desynchronizes during attentiveness and movement
Halgren, E., Babb, T. L., & Crandall, P. H. (1978) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(78)90212-2 · Cited by 138 · see citing works
The spectral properties of hippocampal EEG related to behaviour in man
Arnolds, D. E. A. T., Lopes, F. H. D. S., Aitink, J. W., Kamp, A., & Boeijinga, P. H. (1980) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(80)90160-1 · Cited by 121 · see citing works
Rhythmic hippocampal slow oscillation characterizes REM sleep in humans
Bódizs, R., Kántor, S., Szabó, G., Szûcs, A., Erõss, L., & Halász, P. (2001) · Hippocampus · doi:10.1002/hipo.1090 · Cited by 113 · see citing works
Theta Oscillations and Human Navigation: A Magnetoencephalography Study
de Araújo, D. B., Baffa, O., & Wakai, R. T. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/089892902317205339 · Cited by 111 · see citing works
Hippocampal theta activity in monkeys
Stewart, M., & Fox, S. E. (1991) · Brain Research · doi:10.1016/0006-8993(91)90376-7 · Cited by 110 · see citing works
Anticonvulsant effects of the experimental induction of hippocampal theta activity
Miller, J. W., Turner, G. M., & Gray, B. C. (1994) · Epilepsy Research · doi:10.1016/0920-1211(94)90040-x · Cited by 103 · see citing works
Cortical oscillations in human medial temporal lobe during wakefulness and all-night sleep
Uchida, S., Maehara, T., Hirai, N., Okubo, Y., & Shimizu, H. (2001) · Brain Research · doi:10.1016/s0006-8993(00)03154-1 · Cited by 54 · see citing works
Behavioral state‐specific changes in human hippocampal theta activity
Meador, K. J., Thompson, J. L., Loring, D. W., Murro, A. M., King, D. W., Gallagher, B. B., Lee, G. P., Smith, J. R., & Flanigin, H. F. (1991) · Neurology · doi:10.1212/wnl.41.6.869 · Cited by 44 · see citing works
Hippocampal sleep spindles revisited: physiologic or epileptic activity?
Malow, B. A., Carney, P. R., Kushwaha, R., & BOWES, R. J. (1999) · Clinical Neurophysiology · doi:10.1016/s1388-2457(99)00008-5 · Cited by 40 · see citing works
Electrical activity of human limbic system during sleep
Freemon, F. R., & WALTER, R. D. (1970) · Comprehensive Psychiatry · doi:10.1016/0010-440x(70)90017-9 · Cited by 23 · see citing works
Osmotic effects upon the theta rhythm, a natural brain oscillation in the hippocampal slice
Osehobo, E. P., & Andrew, R. D. (1993) · Experimental Neurology · doi:10.1006/exnr.1993.1189 · Cited by 21 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Diekelmann, S., & Born, J. (2010) · Nature Reviews Neuroscience · doi:10.1038/nrn2762 · Cited by 3,760 · see citing works
Rasch, B., & Born, J. (2013) · Physiological Reviews · doi:10.1152/physrev.00032.2012 · Cited by 2,783 · see citing works
Control 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
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
Carhart-Harris, R. L., Leech, R., Hellyer, P. J., Shanahan, M., Feilding, A., Tagliazucchi, E., Chialvo, D. R., & Nutt, D. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00020 · Cited by 1,252 · 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 · see citing works
Self-citationHuman memory strength is predicted by theta-frequency phase-locking of single neurons
Rutishauser, U., Ross, I. B., Mamelak, A. N., & Schuman, E. M. (2010) · Nature · doi:10.1038/nature08860 · Cited by 622 · see citing works
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 · see citing works
The default-mode, ego-functions and free-energy: a neurobiological account of Freudian ideas
Carhart-Harris, R. L., & Friston, K. J. (2010) · Brain · doi:10.1093/brain/awq010 · Cited by 574 · see citing works
Buzsáki, G., & Watson, B. O. (2012) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2012.14.4/gbuzsaki · Cited by 579 · see citing works
Frontal-midline theta from the perspective of hippocampal “theta”
Mitchell, D. J., McNaughton, N., Flanagan, D., & Kirk, I. J. (2008) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2008.09.005 · Cited by 549 · see citing works
A systematic review of the neurophysiology of mindfulness on EEG oscillations
Lomas, T., Ivtzan, I., & Fu, C. H. Y. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.09.018 · Cited by 506 · see citing works
Ripples in the medial temporal lobe are relevant for human memory consolidation
Axmacher, N., Elger, C. E., & Fell, J. (2008) · Brain · doi:10.1093/brain/awn103 · Cited by 372 · see citing works
Theta and gamma coordination of hippocampal networks during waking and rapid eye movement sleep.
Montgomery, S. M., Sirota, A., & Buzsaki, G. (2008) · Journal of Neuroscience · doi:10.1523/jneurosci.1227-08.2008 · Cited by 371 · see citing works
The role of REM sleep theta activity in emotional memory
Hutchison, I. C., & Rathore, S. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.01439 · Cited by 245 · see citing works
FOGEL, S., SMITH, C., & COTE, K. (2007) · Behavioural Brain Research · doi:10.1016/j.bbr.2007.02.037 · Cited by 246 · see citing works
Wehrle, R., Kaufmann, C., Wetter, T. C., Holsboer, F., Auer, D. P., Pollmächer, T., & Czisch, M. (2007) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2007.05314.x · Cited by 224 · see citing works
Boosting vocabulary learning by verbal cueing during sleep
Schreiner, T., & Rasch, B. (2015) · Cerebral Cortex · doi:10.1093/cercor/bhu139 · Cited by 202 · see citing works
Marshall, L., Kirov, R., Brade, J., Mölle, M., & Born, J. (2011) · PLoS ONE · doi:10.1371/journal.pone.0016905 · Cited by 188 · see citing works
The Functional Role of Dreaming in Emotional Processes
Scarpelli, S., Bartolacci, C., D'Atri, A., Gorgoni, M., & De Gennaro, L. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.00459 · Cited by 190 · see citing works
“It has been hypothesized that the theta rhythm is directly connected with some areas engaged in memory processing and, in particular, it represents an EEG marker of hippocampal activity (Klimesch, 1996; Cantero et al., 2003; Rutishauser et al., 2010) modulating neuronal changes in hippocampal formation and in neocorti…”
BackgroundMcNaughton, N., Kocsis, B., & Hajós, M. (2007) · Behavioural Pharmacology · doi:10.1097/fbp.0b013e3282ee82e3 · Cited by 187 · see citing works
Self-citationNREM 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
Kaestner, E. J., Wixted, J. T., & Mednick, S. C. (2013) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00433 · Cited by 149 · see citing works
Indicators and criteria of consciousness in animals and intelligent machines: an inside-out approach
Pennartz, C. M. A., Farisco, M., & Evers, K. (2019) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2019.00025 · Cited by 121 · see citing works
Lawrence, J. J., Statland, J. M., Grinspan, Z. M., & McBain, C. J. (2006) · The Journal of Physiology · doi:10.1113/jphysiol.2005.100875 · Cited by 109 · see citing works
Sleep and dreaming are for important matters
Perogamvros, L., Dang-Vu, T. T., Desseilles, M., & Schwartz, S. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00474 · Cited by 77 · see citing works
“In addition, the HC exhibits a theta rhythm during REM sleep in both animal (Winson, 1972; Popa et al., 2010) and human studies, although human theta activity may be more sporadic and of lower frequency compared to the theta in rodents (Cantero et al., 2003; Clemens et al., 2009).”
BackgroundKv4.3-Mediated A-Type K<sup>+</sup>Currents Underlie Rhythmic Activity in Hippocampal Interneurons
Bourdeau, M. L., Morin, F., Laurent, C. E., Azzi, M., & Lacaille, J.-C. (2007) · The Journal of Neuroscience · doi:10.1523/jneurosci.3208-06.2007 · Cited by 75 · see citing works
Distinct contributions of human hippocampal theta to spatial cognition and anxiety
Cornwell, B. R., Arkin, N., Overstreet, C., Carver, F. W., & Grillon, C. (2012) · Hippocampus · doi:10.1002/hipo.22019 · Cited by 73 · see citing works
Nishida, M., Hirai, N., Miwakeichi, F., Maehara, T., Kawai, K., Shimizu, H., & Uchida, S. (2004) · Neuroscience Research · doi:10.1016/j.neures.2004.08.004 · Cited by 54 · see citing works
EEG oscillations during sleep and dream recall: state- or trait-like individual differences?
Scarpelli, S., D’Atri, A., Gorgoni, M., Ferrara, M., & Gennaro, L. D. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00605 · Cited by 41 · see citing works
Why Does Rem Sleep Occur? A Wake-Up Hypothesis1
Klemm, W. R. (2011) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2011.00073 · Cited by 27 · see citing works
Electrophysiology of Schizophrenia
Winterer, G., & McCarley, R. W. (2010) · Schizophrenia · doi:10.1002/9781444327298.ch15 · Cited by 23 · see citing works
Enhancement of Neocortical-Medial Temporal EEG Correlations during Non-REM Sleep
Axmacher, N., Helmstaedter, C., Elger, C. E., & Fell, J. (2008) · Neural Plasticity · doi:10.1155/2008/563028 · Cited by 22 · see citing works
REM sleep and dreaming functions beyond reductionism
Kirov, R. (2013) · Behavioral and Brain Sciences · doi:10.1017/s0140525x13001362 · Cited by 13 · see citing works
- Authors
- Cantero, J. L., Atienza, M., Stickgold, R., Kahana, M. J., Madsen, J. R., & Kocsis, B.
- Affiliations
- Harvard University (US)
- Venue
- The Journal of Neuroscience
- Publisher
- Society for Neuroscience
- Published
- 2003-11-26
- Volume
- 23
- Issue
- 34
- Pages
- 10897-10903
- ISSN
- 0270-6474 (ISSN-L)
- 1529-2401
- PMC
- PMC6740994
- OpenAlex
- W2132486749
- Cited by
- 312
- References
- 48
- Citations by year
- 2026: 3 · 2025: 14 · 2024: 12 · 2023: 9 · 2022: 13 · 2021: 10 · 2020: 12 · 2019: 10 · 2018: 13 · 2017: 15 · 2016: 16 · 2015: 15 · 2014: 15 · 2013: 31 · 2012: 22
- FWCI
- 5.37
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Ministerio de Ciencia y Tecnología
- National Institutes of Health
- National Institute of Mental Health (R01MH062525, MH-61975, MH-48832, MH-062525, R01MH048832, R01MH061975)
- National Institute on Drug Abuse (R01DA011744, DA-11744)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- hippocampal theta oscillations, REM sleep, sleep-wake transition, memory consolidation, neocortex, frontal cortex, gamma oscillations, theta-gamma coupling, epilepsy patients
- MeSH terms
- Adolescent, Adult, Biological Clocks, Child, Electrodes, Implanted, Epilepsy, Hippocampus, Humans, Male, Sleep, Theta Rhythm, Wakefulness, Neocortex
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