C. Robert, C. Guilpin, and A. Limoge, Automated sleep staging systems in rats, J Neurosci Methods, vol.88, pp.111-133, 1999.

P. Karasinski, L. Stinus, C. Robert, and A. Limoge, Real-time sleep-wake scoring in the rat using a single EEG channel, Sleep, vol.17, pp.113-122, 1994.

B. Koley and D. Dey, An ensemble system for automatic sleep stage classification using single channel EEG signal, Comput Biol Med, vol.42, pp.1186-95, 2012.

W. B. Mendelson, W. J. Vaughn, M. J. Walsh, and R. J. Wyatt, A signal analysis approach to rat sleep scoring instrumentation, Waking Sleeping, vol.4, pp.1-8, 1980.

G. Gandolfo, L. Glin, G. Lacoste, M. Rodi, and G. Gottesmann, Automatic sleep-wake scoring in the rat on microcomputer APPLE II, Int J Biomed Comput, vol.23, pp.83-95, 1988.

C. Timo-iaria, N. Negrao, W. R. Schmidek, K. Hoshino, L. De-menezes et al., Leme da Rocha T. Phases and states of sleep in the rat, Physiol Behav, vol.5, pp.1057-62, 1970.

J. Winson, Patterns of hippocampal theta rhythm in the freely moving rat

, Electroencephalogr Clin Neurophysiol, vol.36, pp.291-301, 1974.

P. Monmaur, Phasic hippocampal activity during paradoxical sleep in the rat: selective suppression after diazepam administration, Experientia, vol.37, pp.261-263, 1981.

A. Rechtschaffen and A. Kales, A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects, 1968.

C. Gottesmann, Detection of seven sleep-waking stages in the rat, Neurosci Biobehav Rev, vol.16, pp.31-39, 1992.

E. G. Cape and B. E. Jones, Effects of glutamate agonist versus procaine microinjections into the basal forebrain cholinergic cell area upon gamma and theta EEG activity and sleep-wake state, Eur J Neurosci, vol.12, pp.2166-84, 2000.

T. Penzel and R. Conradt, Computer based sleep recording and analysis, Sleep Med Rev, vol.4, pp.131-179, 2000.

D. Neckelmann, O. E. Olsen, S. Fagerland, and R. Ursin, The reliability and functional validity of visual and semiautomatic sleep/wake scoring in the Moll-Wistar rat, Sleep, vol.17, pp.120-151, 1994.

H. Danker-hopfe, P. Anderer, and J. Zeitlhofer, Interrater reliability for sleep scoring according to the Rechtschaffen & Kales and the new AASM standard, J Sleep Res, vol.18, pp.74-84, 2009.

D. Costa-miserachs, I. Portell-cortes, M. Torras-garcia, and I. Morgado-bernal, Automated sleep staging in rat with a standard spreadsheet, J Neurosci Methods, vol.130, pp.93-101, 2003.

R. P. Louis, J. Lee, and R. Stephenson, Design and validation of a computer-based sleepscoring algorithm, J Neurosci Methods, vol.133, pp.71-80, 2004.

R. Stephenson, A. M. Caron, D. B. Cassel, and J. C. Kostela, Automated analysis of sleep-wake state in rats, J Neurosci Methods, vol.184, pp.263-74, 2009.

B. A. Gross, C. M. Walsh, A. A. Turakhia, V. Booth, G. A. Mashour et al., Open-source logic-based automated sleep scoring software using electrophysiological recordings in rats, J Neurosci Methods, vol.184, pp.10-18, 2009.

V. R. Mileva-seitz, R. P. Louis, and R. Stephenson, A visual aid for computer-based analysis of sleep-wake state in rats, J Neurosci Methods, vol.148, pp.43-51, 2005.

G. Chouvet, P. Odet, J. L. Valatx, and J. F. Pujol, An automatic sleep classifier for laboratory rodents, Waking Sleeping, vol.4, pp.9-31, 1980.

S. Charbonnier, L. Zoubek, S. Lesecq, and F. Chapotot, Self-evaluated automatic classifier as a decision-support tool for sleep/wake staging, Comput Biol Med, vol.41, pp.380-389, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00594354

D. Gervasoni, S. C. Lin, S. Ribeiro, E. S. Soares, J. Pantoja et al., Global forebrain dynamics predict rat behavioral states and their transitions, J Neurosci, vol.24, pp.11137-11184, 2004.
URL : https://hal.archives-ouvertes.fr/hal-02265101

S. C. Lin and D. Gervasoni, Defining global brain states using multielectrode field potential recordings, Methods for neural ensemble recordings, pp.145-68, 2008.

F. N. Fritsch and R. E. Carlson, Monotone piecewise cubic interpolation, SIAM J Numer Anal, vol.17, pp.238-284, 1980.

W. B. Mendelson, R. D. Guthrie, G. Frederick, and R. J. Wyatt, The flower pot technique of rapid eye movement (REM) sleep deprivation, Pharmacol Biochem Behav, vol.2, pp.553-559, 1974.

L. Verret, P. Fort, R. Boissard, D. Gervasoni, R. Goutagny et al., Localization of the GABAergic neurons responsible for the inhibition of locus coeruleus noradrenergic neurons during paradoxical sleep in the rat, 3rd Forum of the Federation of European Neuroscience Societies (FENS), 2002.

L. Verret, L. Leger, P. Fort, and P. H. Luppi, Cholinergic and noncholinergic brainstem neurons expressing Fos after paradoxical (REM) sleep deprivation and recovery, Eur J Neurosci, vol.21, pp.2488-504, 2005.
URL : https://hal.archives-ouvertes.fr/hal-00113434

C. H. Vanderwolf, Hippocampal electrical activity and voluntary movement in the rat

, Electroencephalogr Clin Neurophysiol, vol.26, pp.407-425, 1969.

F. R. Morales, J. A. Roig, J. M. Monti, O. Macadar, and R. Budelli, Septal unit activity and hippocampal EEG during the sleep-wakefulness cycle of the rat, Physiol Behav, vol.6, pp.563-570, 1971.

B. Bjorvatn, S. Fagerland, and R. Ursin, EEG power densities (0.5-20 Hz) in different sleepwake stages in rats, Physiol Behav, vol.63, pp.413-420, 1998.

J. Cohen, A coefficient of agreement for nominal scales, Educational and Psychological Measurements, vol.20, pp.37-46, 1960.

J. R. Landis and G. G. Koch, The measurement of observer agreement for categorical data, Biometrics, vol.33, pp.159-74, 1977.

E. Sapin, D. Lapray, and A. Berod, Localization of the brainstem GABAergic neurons controlling paradoxical (REM) sleep, PLoS One, vol.4, p.4272, 2009.

K. M. Rytkonen, J. Zitting, and T. Porkka-heiskanen, Automated sleep scoring in rats and mice using the naive Bayes classifier, J Neurosci Methods, vol.202, pp.60-64, 2011.

P. Franken, D. J. Dijk, I. Tobler, and A. A. Borbely, Sleep deprivation in rats: effects on EEG power spectra, vigilance states, and cortical temperature, Am J Physiol, vol.261, pp.198-208, 1991.

M. Corsi-cabrera, M. Ponce-de-leon, J. Juarez, and J. Ramos, Effects of paradoxical sleep deprivation and stress on the waking EEG of the rat, Physiol Behav, vol.55, pp.1021-1028, 1994.

P. Franken, A. Malafosse, and M. Tafti, Genetic variation in EEG activity during sleep in inbred mice, Am J Physiol, vol.275, pp.1127-1164, 1998.

P. Franken, A. Malafosse, and M. Tafti, Genetic determinants of sleep regulation in inbred mice, Sleep, vol.22, pp.155-69, 1999.

K. Dzirasa, A. J. Ramsey, and D. Y. Takahashi, Hyperdopaminergia and NMDA receptor hypofunction disrupt neural phase signaling, J Neurosci, vol.29, pp.8215-8239, 2009.

K. Dzirasa, S. Ribeiro, and R. Costa, Dopaminergic control of sleep-wake states, J Neurosci, vol.26, pp.10577-89, 2006.

S. Arthaud, P. Libourel, D. Gervasoni, P. Fort, and P. H. Luppi, Selective paradoxical (REM) sleep deprivation in mice using a new unsupervised automated method, 21st Congress of the European Sleep Research Society, vol.2012, pp.326-353

E. Ugalde, M. Corsi-cabrera, J. Juarez, J. Ramos, and C. Arce, Waking electroencephalogram activity as a consequence of sleep and total sleep deprivation in the rat, Sleep, vol.17, pp.226-256, 1994.

A. Rechtschaffen, B. M. Bergmann, M. A. Gilliland, and K. Bauer, Effects of method, duration, and sleep stage on rebounds from sleep deprivation in the rat, Sleep, vol.22, pp.11-31, 1999.

V. V. Vyazovskiy, P. Achermann, and I. Tobler, Sleep homeostasis in the rat in the light and dark period, Brain Res Bull, vol.74, pp.37-44, 2007.

L. Trachsel, I. Tobler, P. Achermann, and A. A. Borbely, Sleep continuity and the REMnonREM cycle in the rat under baseline conditions and after sleep deprivation

, Physiol Behav, vol.49, pp.575-80, 1991.

A. Rechtschaffen, M. A. Gilliland, B. M. Bergmann, and J. B. Winter, Physiological correlates of prolonged sleep deprivation in rats, Science, vol.221, pp.182-186, 1983.

A. Rechtschaffen and B. M. Bergmann, Sleep deprivation in the rat: an update of the 1989 paper, Sleep, vol.25, pp.18-24, 2002.

P. A. Libourel, A. Corneyllie, G. Chouvet, P. H. Luppi, and D. Gervasoni, Unsupervised paradoxical sleep deprivation using polygraphic signals in rats: a new alternative to the "flower pot" technique, 40th Annual Meeting of the Society for Neuroscience, 2010.

S. Jego, D. Salvert, and L. Renouard, Tuberal hypothalamic neurons secreting the satiety molecule Nesfatin-1 are critically involved in paradoxical (REM) sleep homeostasis, PLoS One, vol.7, p.52525, 2012.

C. Gottesmann, Données sur l'activité corticale au cours du sommeil profond chez le rat, C R Soc Biol, vol.158, pp.1829-1863, 1964.

J. H. Benington, S. K. Kodali, and H. C. Heller, Scoring transitions to REM sleep in rats based on the EEG phenomena of pre-REM sleep: an improved analysis of sleep structure, Sleep, vol.17, pp.28-36, 1994.

J. Cohen, A coefficient of agreement for nominal scales, Educ. Psychol. Meas, vol.20, pp.27-46, 1960.

J. R. Landis and G. G. Koch, The measurement of observer agreement for categorical data, Biometrics, vol.33, pp.159-174, 1977.

, For a given class or state, sensitivity, specificity, positive and negative predictive values (PPV and NPV) are calculated from the binary matrix below derived from the previous matrix