G. T. Einevoll, Modelling and analysis of local field potentials for studying the function of cortical circuits, Nat . Rev . Neuroscience, vol.14, issue.11, 2013.

A. Mazzoni, H. Lindén, H. Cuntz, A. Lansner, and S. Panzeri, Computing the Local Field Potential (LFP) from Integrate-and-Fire Network Models, PLOS Computational Biology, vol.11, issue.12, p.1004584, 2015.

E. W. Schomburg, C. A. Anastassiou, G. Buzsáki, and C. Koch, The spiking component of oscillatory extracellular potentials in the rat hippocampus, J Neurosci, vol.32, issue.34, pp.11798-811, 2012.

A. , A detailed anatomical and mathematical model of the hippocampal formation for the generation of sharp-wave ripples and theta-nested gamma oscillations, J Comput Neurosci, vol.45, p.207, 2018.

G. Buzsáki, C. A. Anastassiou, and C. Koch, The origin of extracellular fields and currents--EEG, ECoG, LFP and spikes, Nat Rev Neuroscience, vol.13, issue.6, pp.407-427, 2012.

C. Gold, On the origin of the extracellular action potential waveform: a modeling study, Journal of neurophysiology, vol.95, pp.3113-3128, 2006.

H. Tran, Simulating extracellular signatures of actions potentials using single compartments neurons and geometrical filtering, the 27 th Computational Neuroscience Conf, 2018.

M. Forti and P. Nistri, Global Convergence of Neural Networks with Discontinuous Neuron Activations, IEEE Transactions on Circuits and Systems I, vol.50, issue.11, 2003.

W. Gerstner, W. M. Kistler, R. Naud, and L. Paninski, Neuronal Dynamics, From single neurons to networks and models of cognition, 2014.

H. R. Richard, H. S. Hahnloser, J. Seung, and . Slotine, Permitted and Forbidden Sets in Symmetric Threshold-Linear Networks, Neural Computation, vol.15, pp.621-638, 2003.

J. J. Hopfield, Neural networks and physical systems with emergent collective computational abilities, vol.79, pp.2554-2558, 1982.

J. J. Hopfield, Neurons with graded response have collective computational properties like those of two-states neurons, vol.81, pp.3088-3092, 1984.

R. Horn and C. Johnson, Matrix analysis, p.189, 1990.

C. L. Duigou, J. Simonnet, M. T. Telenczuk, D. Fricker, and R. Miles, Recurrent synapses and circuits in the CA3 region of the hippocampus: an associative network, Frontiers in Cellular Neuroscience, vol.7, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01320073

C. K. Machens and C. D. Brody, Design of Continuous Attractor Networks with Monotonic Tuning Using a Symmetry Principle, Neural Computation, vol.20, pp.452-485, 2008.

B. L. Mcnaughton, F. P. Battaglia, O. Jensen, E. I. Moser, and M. ,

. Moser, Path integration and the neural basis of the 'cognitive map, Nature Review Neuroscience, vol.7, pp.663-678, 2006.

J. O'keefe and L. Nadel, The Hippocampus as a Cognitive Map, 1978.

F. J. Pineda, Dynamics and Architecture for Neural Computation, Journal of Complexity, vol.4, pp.216-245, 1988.

S. V. Savchenko, Normal matrices and their principal submatrices of co-order one, Linear algebra and its applications, vol.419, pp.556-568, 2006.

H. Zhang and D. Liu, A Comprehensive Review of Stability Analysis in Continuous-Time Recurrent Neural Networks, IEEE Transactions on Neural Networks and Learning Systems, vol.25, issue.7, 2014.

L. Abbott-;-abbott, Lapicque's introduction of the integrate-and-re model neuron (1907), Brain Research Bulletin, vol.50, p.303304, 1999.

[. Adhikari, , 2010.

, Neuron, vol.65, issue.2, p.257269

. Agster, K. L. Burwell-;-agster, and R. D. Burwell, Hippocampal and subicular eerents and aerents of the perirhinal, postrhinal, 2013.

, Behavioural Brain Research, vol.254, p.5064

. Amaral, The dentate gyrus : fundamental neuroanatomical organization (dentate gyrus for dummies), The Dentate Gyrus : A Comprehensive Guide to Structure, Function, and Clinical Implications, p.3790, 2007.

. Andersen, The hippocampus book, 2007.

. Antoniades, Detection of interictal discharges with convolutional neural networks using discrete ordered multichannel intracranial EEG, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol.25, issue.12, p.22852294, 2017.

. Asadi-pooya, Prevalence and incidence of drug-resistant mesial temporal lobe epilepsy in the United States, World Neurosurgery, vol.99, p.662666, 2017.

. Aussel, A detailed anatomical and mathematical model of the hippocampal formation for the generation of sharpwave ripples and theta-nested gamma oscillations, Journal of Computational Neuroscience, vol.45, issue.3, p.207221, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01917285

[. Axmacher, Cross-frequency coupling supports multi-item working memory in the human hippocampus, Proceedings of the National Academy of Sciences, vol.107, issue.7, p.32283233, 2010.

[. Babb, Glutamate decarboxylase-immunoreactive neurons are preserved in human epileptic hippocampus, The Journal of Neuroscience, vol.9, issue.7, p.25622574, 1989.

[. Bartos, Synaptic mechanisms of synchronized gamma oscillations in inhibitory interneuron networks, Nature reviews. Neuroscience, vol.8, issue.1, p.4556, 2007.

[. Bibliography and . Batista, Dynamic range in small-world networks of hodgkinhuxley neurons with chemical synapses, Physica A : Statistical Mechanics and its Applications, vol.410, p.628640, 2014.

M. J. Bezaire and I. Soltesz, Quantitative assessment of CA1 local circuits : Knowledge base for interneuron-pyramidal cell connectivity, Hippocampus, vol.23, issue.9, p.751785, 2013.

[. Bland, . Bland, S. K. Bland, and B. H. Bland, Medial septal modulation of hippocampal theta cell discharges, Brain Research, vol.375, issue.1, pp.102-116, 1986.

[. Blümcke, International consensus classication of hippocampal sclerosis in temporal lobe epilepsy : A task force report from the ILAE commission on diagnostic methods, vol.54, p.13151329, 2013.

[. Bouilleret, Recurrent seizures and hippocampal sclerosis following intrahippocampal kainate injection in adult mice : electroencephalography, histopathology and synaptic reorganization similar to mesial temporal lobe epilepsy, The Annals of Mathematical Statistics, vol.89, issue.3, p.838864, 1960.

[. Bragin, , 1999.

, Hippocampal and entorhinal cortex high-frequency oscillations (100-500 hz) in human epileptic brain and in kainic acid-treated rats with chronic seizures, Epilepsia, vol.40, issue.2, p.127137

. Brette, R. Gerstner-;-brette, and W. Gerstner, Adaptive exponential integrateand-re model as an eective description of neuronal activity, Journal of Neurophysiology, vol.94, issue.5, p.36373642, 2005.

V. H. Brun, N. Brunel, and X. Wang, What determines the frequency of fast network oscillations with irregular neural discharges ? I. Synaptic dynamics and excitationinhibition balance, Journal of Neurophysiology, vol.296, issue.5576, p.415430, 2002.

[. Buckmaster, Axon sprouting in a model of temporal lobe epilepsy creates a predominantly excitatory feedback circuit, The Journal of Neuroscience, vol.22, issue.15, p.66506658, 2002.

. Burgess, An oscillatory interference model of grid cell ring, Hippocampus, vol.17, issue.9, p.801812, 2007.

G. Buzsaki and G. Buzsáki, Hippocampal sharp wave-ripple : A cognitive biomarker for episodic memory and planning, Hippocampus, vol.25, issue.10, p.10731188, 2011.

[. Buzsaki, The origin of extracellular elds and currents -EEG, ECoG, LFP and spikes, Nature Reviews Neuroscience, vol.13, issue.6, p.407420, 2012.

G. Buzsáki and . Cavarsan, Progressive neuronal loss induced by kindling : a possible mechanism for mossy ber synaptic reorganization and hippocampal sclerosis, Brain Research, vol.33, issue.3, p.16, 1990.

Q. Cheng and J. L. Yakel, Presynaptic ?7 nicotinic acetylcholine receptors enhance hippocampal mossy ber glutamatergic transmission via pka activation, Journal of Neuroscience, vol.34, issue.1, p.124133, 2013.

J. Cheung-;-cheung, Neurons, nerve tissues, and the nervous system, 2008.

[. Chindo, Antiepileptic drug targets : An update on ion channels. In Epileptology -The Modern State of Science, Nature neuroscience, vol.16, issue.3, p.318324, 2013.

S. Coulter, D. A. Coulter, and C. Steinhauser, Role of astrocytes in epilepsy, Cold Spring Harbor Perspectives in Medicine, vol.5, issue.3, pp.22434-022434, 2015.

[. Crespel, The relationship between sleep and epilepsy in frontal and temporal lobe epilepsies : Practical and physiopathologic considerations, Epilepsia, vol.39, issue.2, p.150157, 1998.

[. Cressman, The inuence of sodium and potassium dynamics on excitability, seizures, and the stability of persistent states : I. Single neuron dynamics, Journal of Computational Neuroscience, vol.26, issue.2, p.159170, 2009.

[. Csicsvari, Mechanisms of gamma oscillations in the hippocampus of the behaving rat, vol.37, p.311, 2003.

[. Debanne, Physiology and pharmacology of unitary synaptic connections between pairs of cells in areas CA3 and CA1 of rat hippocampal slice cultures, Journal of Neurophysiology, vol.73, issue.3, pp.1282-1294, 1995.

. Demont-guignard, Analysis of intracerebral EEG recordings of epileptic spikes : Insights from a neural network model, IEEE Transactions on Biomedical Engineering, vol.56, issue.12, p.27822795, 2009.
URL : https://hal.archives-ouvertes.fr/inserm-00426352

. Diba, K. Buzsáki-;-diba, and G. Buzsáki, Forward and reverse hippocampal place-cell sequences during ripples, Nature Neuroscience, vol.10, issue.10, p.12411242, 2007.

[. Doeller, Evidence for grid cells in a human memory network, Nature, vol.463, issue.7281, p.657661, 2010.

[. Drexel, Sequel of spontaneous seizures after kainic acid-induced status epilepticus and associated neuropathological changes in the subiculum and entorhinal cortex, Frontiers in Cellular Neuroscience, vol.63, issue.5, p.806817, 2008.

;. Bibliography and . Dyhrfjeld-johnsen, Topological determinants of epileptogenesis in largescale structural and functional models of the dentate gyrus derived from experimental data, Journal of Neurophysiology, vol.97, issue.2, p.15661587, 2007.

[. Egorov, Graded persistent activity in entorhinal cortex neurons, Nature, vol.420, issue.6912, p.173, 2002.

H. Eichenbaum, Time cells in the hippocampus : a new dimension for mapping memories, Nature Reviews Neuroscience, vol.15, issue.11, p.732744, 2014.

[. Einevoll, , 2013.

, Modelling and analysis of local eld potentials for studying the function of cortical circuits, Nature Reviews Neuroscience, vol.14, issue.11, p.770785

J. Engel-;-engel, Mesial temporal lobe epilepsy : What have we learned ?, The Neuroscientist, vol.7, issue.4, p.340352, 2001.

J. Engel-;-engel, Approaches to refractory epilepsy, Annals of Indian Academy of Neurology, vol.17, issue.5, p.12, 2014.

J. J. Engel-;-engel, Seizures and Epilepsy, 2012.

. Engel, High-frequency oscillations : What is normal and what is not ?, Epilepsia, vol.50, issue.4, p.598604, 2009.

T. Felix-ortiz, A. C. Tye, and K. M. , Amygdala inputs to the ventral hippocampus bidirectionally modulate social behavior, Journal of Neuroscience, vol.34, issue.2, p.586595, 2014.

J. Feng, Is the integrate-and-re model good enough ?a review, Neural Networks, p.955975, 2001.

[. Fiest, Prevalence and incidence of epilepsy : A systematic review and meta-analysis of international studies, Neurology, vol.88, issue.3, p.296303, 2017.

[. Fisher, ILAE ocial report : A practical clinical denition of epilepsy, Epilepsia, vol.55, issue.4, p.475, 2014.

[. Fisher, Operational classication of seizure types by the international league against epilepsy : Position paper of the ILAE commission for classication and terminology, Epilepsia, vol.58, issue.4, p.522530, 2013.

[. Frazier, Acetylcholine activates an ?-bungarotoxin-sensitive nicotinic current in rat hippocampal interneurons, but not pyramidal cells, Journal of Neuroscience, vol.18, issue.4, p.347470, 1998.

[. Freund, Pattern of neuronal death in the rat hippocampus after status epilepticus. relationship to calcium binding protein content and ischemic vulnerability, 1992.

, Brain Research Bulletin, vol.28, issue.1, p.2738

[. Fritschy, GABAergic neurons and GABAA-receptors in temporal lobe epilepsy, Neurochemistry International, vol.34, issue.5, p.435445, 1999.

T. Fukai, Sequence generation in arbitrary temporal patterns from thetanested gamma oscillations : a model of the basal gangliathalamo-cortical loops, Neural Networks, vol.12, issue.78, pp.975-987, 1999.

. Gan, Phase-locked inhibition, but not excitation, underlies hippocampal ripple oscillations in awake mice in vivo, Neuron, vol.93, issue.2, p.314, 2017.

[. Gaspard, Automatic detection of prominent interictal spikes in intracranial EEG : Validation of an algorithm and relationsip to the seizure onset zone, Clinical Neurophysiology, vol.125, issue.6, p.10951103, 2014.

[. Gelinas, Interictal epileptiform discharges induce hippocampalcortical coupling in temporal lobe epilepsy, Neuronal Dynamics : From Single Neurons To Networks And Models Of Cognition, vol.22, p.641648, 2014.

[. Giocomo, Computational models of grid cells, Neuron, vol.71, issue.4, p.589603, 2011.

[. Giovannini, The can-in network : A biologically inspired model for self-sustained theta oscillations and memory maintenance in the hippocampus, Hippocampus, vol.27, issue.4, p.450463, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01426362

[. Girardeau, Selective suppression of hippocampal ripples impairs spatial memory, Nature Neuroscience, vol.12, issue.10, p.12221223, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00599372

Z. Girardeau, G. Girardeau, and M. Zugaro, Hippocampal ripples and memory consolidation, 452 459. Behavioural and cognitive neuroscience, vol.21, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00599366

P. Gloor-;-gloor, Contributions of electroencephalography and electrocorticography to the neurosurgical treatment of the epilepsies, Adv Neurol, vol.8, p.59105, 1975.

[. Gloveli, Dierential involvement of oriens/pyramidale interneurones in hippocampal network oscillationsin vitro, The Journal of Physiology, vol.562, issue.1, p.131147, 2004.

. Gonzalez-sulser, Hippocampal neuron ring and local eld potentials in the in vitro 4-aminopyridine epilepsy model, Journal of Neurophysiology, vol.108, issue.9, p.25682580, 2012.

C. ;. Goupy, J. Goupy, L. Creighton, and . Gray, Introduction aux plans d'expériences -5e Ed. -Toutes les techniques nécessaires à la conduite d'une étude. DUNOD, 1996.

, Hippocampal synaptic transmission enhanced by low concentrations of nicotine, Nature, vol.383, issue.6602, p.713

[. Hagen, , 2016.

S. J. Albada, S. Grün, M. Diesmann, and G. T. Einevoll, Hybrid scheme for modeling local eld potentials from point-neuron networks, Cerebral Cortex, vol.26, issue.12, p.44614496, 2016.

[. Hangya, , 2009.

, GABAergic neurons of the medial septum lead the hippocampal network during theta activity, Journal of Neuroscience, vol.29, issue.25, p.80948102

M. E. Hasselmo, Neuromodulation : acetylcholine and memory consolidation, Trends in Cognitive Sciences, vol.3, issue.9, pp.351-359, 1999.

[. Heinemann, Alterations of glial cell function in temporal lobe epilepsy, Epilepsia, vol.41, issue.s6, pp.185-189, 2000.

. Herreras, Sensory modulation of hippocampal transmission. II. Evidence for a cholinergic locus of inhibition in the schaer-ca1 synapse, Brain Research, vol.461, issue.2, p.313, 1988.

. Heys, A model of neuronal bursting using three coupled rst order dierential equations, Frontiers in behavioral neuroscience, vol.6, p.87102, 1222.

[. Hirtz, How common are the common neurologic disorders ? Neurology, vol.68, p.326337, 2007.

H. Hodgkin, A. L. Hodgkin, and A. F. Huxley, A quantitative description of membrane current and its application to conduction and excitation in nerve, The Journal of Physiology, vol.117, issue.4, p.500544, 1952.

. Hofmanis, Perturbed chloride homeostasis and GABAergic signaling in human temporal lobe epilepsy, 4th International Conference on Bio-inspired Systems and Signal Processing, vol.27, p.98669873, 2007.

[. Huh, Glutamatergic neurons of the mouse medial septum and diagonal band of Broca synaptically drive hippocampal pyramidal cells : Relevance for hippocampal theta rhythm, Journal of Neuroscience, vol.30, issue.47, p.15951, 2010.

E. Izhikevich, Simple model of spiking neurons, IEEE Transactions on Neural Networks, vol.14, issue.6, p.15691572, 2003.

[. Jacobs, Direct recordings of grid-like neuronal activity in human spatial navigation, Nature Neuroscience, vol.16, issue.9, p.11881190, 2013.

[. Janca, Detection of interictal epileptiform discharges using signal envelope distribution modelling : Application to epileptic and non-epileptic intracranial recordings, Brain Topography, vol.28, issue.1, p.172183, 2014.

R. Jansen, B. H. Jansen, and V. G. Rit, Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns, Biological Cybernetics, vol.73, issue.4, p.357366, 1995.

[. Jinno, . Kosaka, S. Jinno, and T. Kosaka, Stereological estimation of numerical densities of glutamatergic principal neurons in the mouse hippocampus, Hippocampus, vol.20, issue.7, p.829840, 2010.

J. D. Jirsch, High-frequency oscillations during human focal seizures, Brain, vol.129, issue.6, p.15931608, 2006.

[. Jiruska, , 2010.

, High-frequency network activity, global increase in neuronal activity, and synchrony expansion precede epileptic seizures in vitro, Journal of Neuroscience, vol.30, issue.16, p.56905701

S. Jones and J. L. Yakel, Functional nicotinic ach receptors on interneurones in the rat hippocampus, The Journal of Physiology, vol.504, issue.3, p.603610, 1997.

[. Kang, Thetarhythmic drive between medial septum and hippocampus in slow-wave sleep and microarousal : a granger causality analysis, Journal of Neurophysiology, vol.114, issue.5, p.27972803, 2015.

. Kazilek, , 2011.

K. , Modeling fast and slow gamma oscillations with interneurons of dierent subtype, Journal of Neurophysiology, vol.117, issue.3, p.950965, 2017.

[. Kiss, Entorhinal cortical innervation of parvalbumin-containing neurons (basket and chandelier cells) in the rat ammon's horn, Hippocampus, vol.6, issue.3, p.239246, 1998.

T. Klausberger and P. Somogyi, Neuronal diversity and temporal dynamics : The unity of hippocampal circuit operations, Science, vol.321, issue.5885, p.53, 2008.

[. Kleen, Hippocampal interictal epileptiform activity disrupts cognition in humans, Neurology, vol.81, issue.1, p.1824, 2013.

W. Knowles and P. Schwartzkroin, Local circuit synaptic interactions in hippocampal brain slices, Journal of Neuroscience, vol.1, issue.3, p.318322, 1981.

[. Krauss, Mesial temporal spikes interfere with working memory, Neurology, vol.49, issue.4, p.975980, 1997.

S. Larimer, P. Larimer, and B. W. Strowbridge, Nonrandom local circuits in the dentate gyrus, Journal of Neuroscience, vol.28, issue.47, p.1221212223, 2008.

[. Lerche, Ion channels in genetic and acquired forms of epilepsy, The Journal of Physiology, vol.591, issue.4, p.753764, 2012.

. Lisman, J. Jensen-;-lisman, and O. Jensen, The theta-gamma neural code, Neuron, vol.77, issue.6, pp.1002-1016, 2013.

[. Lopim, Relationship between seizure frequency and number of neuronal and non-neuronal cells in the hippocampus throughout the life of rats with epilepsy, Brain Research, vol.1634, p.179186, 2016.

[. Maingret, Hippocampo-cortical coupling mediates memory consolidation during sleep, Nature Neuroscience, vol.19, issue.7, p.959964, 2016.
URL : https://hal.archives-ouvertes.fr/hal-02365552

J. Malmivuo-;-malmivuo, Comparison of the properties of EEG and MEG in detecting the electric activity of the brain, Archives of Neurology, vol.25, issue.1, p.801, 1992.

[. Mazzoni, Computing the local eld potential (lfp) from integrate-and-re network models, PLOS Computational Biology, vol.11, issue.12, p.138, 2015.

[. Mchugh, Amygdala and ventral hippocampus contribute dierentially to mechanisms of fear and anxiety, Behavioral Neuroscience, vol.118, issue.1, p.6378, 2004.

Y. Mendelson and . Miller, Nonrandom connectivity of the epileptic dentate gyrus predicts a major role for neuronal hubs in seizures, Introduction to Biomedical Engineering, vol.105, p.61796184, 2008.

L. Morris, C. Morris, and H. Lecar, Voltage oscillations in the barnacle giant muscle ber, Biophys. J, vol.35, issue.1, p.193213, 1981.

I. Muñoz, M. Muñoz, and R. Insausti, Cortical eerents of the entorhinal cortex and the adjacent parahippocampal region in the monkey, 2005.

, European Journal of Neuroscience, vol.22, issue.6, p.13681388

[. Murray and C. J. Murray, Disability-adjusted life years (dalys) for 291 diseases and injuries in 21 regions, 19902010 : a systematic analysis for the global burden of disease study, The Lancet, vol.380, issue.9859, pp.2197-2223, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00827610

. Nádasdy, Replay and time compression of recurring spike sequences in the hippocampus, Multiple trace theory of human memory : Computational, neuroimaging, and neuropsychological results, vol.19, p.352368, 1999.

. Nadel, Systems consolidation and hippocampus : two views, Debates in Neuroscience, vol.1, issue.2-4, p.5566, 2007.

. Naftulin, Ictal and preictal power changes outside of the seizure focus correlate with seizure generalization, Epilepsia, vol.59, issue.7, p.13981409, 2018.

[. Nagumo, An active pulse transmission line simulating nerve axon, Proceedings of the IRE, vol.50, issue.10, p.20612070, 1962.

, Brain basics : Understanding sleep, 2019.

T. I. Neto, Epilepsy in small-world networks, Journal of Neuroscience, vol.24, issue.37, p.80758083, 2004.

. Noebels, Jasper's Basic Mechanisms of Epilepsies, 2012.

D. Keefe, J. Keefe, and J. Dostrovsky, The hippocampus as a spatial map. preliminary evidence from unit activity in the freely-moving rat, Brain Research, vol.34, issue.1, p.171175, 1971.

R. Keefe, J. Keefe, and M. L. Recce, Phase relationship between hippocampal place units and the EEG theta rhythm, Hippocampus, vol.3, issue.3, p.317330, 1993.

[. Omura, A lognormal recurrent network model for burst generation during hippocampal sharp waves, Journal of Neuroscience, vol.35, issue.43, p.1458514601, 2015.

[. Osorio, Epilepsy : The intersection of neurosciences, biology, mathematics, engineering, and physics, Trends in Neurosciences, vol.11, issue.2, p.6972, 1988.

[. Pastoll, Feedback inhibition enables theta-nested gamma oscillations and grid ring elds, Neuron, vol.77, issue.1, p.141, 2013.

. Patel, Local generation and propagation of ripples along the septotemporal axis of the hippocampus, Journal of Neuroscience, vol.33, issue.43, p.1702917041, 2013.

. Patton, P. E. Mcnaughton-;-patton, and B. Mcnaughton, Connection matrix of the hippocampal formation : I. The dentate gyrus, Hippocampus, vol.5, issue.4, p.245286, 1995.

Y. Paul-;-paul, Various epileptic seizure detection techniques using biomedical signals : a review, Brain Informatics, vol.5, issue.2, 2018.

[. Pettersen, , 2012.

, Extracellular spikes and CSD. Handbook of neural activity measurement, vol.1, p.92135

[. Bibliography and . Picot, The prevalence of epilepsy and pharmacoresistant epilepsy in adults : A populationbased study in a western european country, Epilepsia, vol.49, issue.7, p.12301238, 2008.

[. Quiroga, Event synchronization : A simple and fast method to measure synchronicity and time delay patterns, Physical Review E, issue.4, p.66, 2002.

. [raisman, An Experimental Analysis of the Eerent Projection of the Hippocampus, Physiological Reviews, vol.89, issue.1, p.681766, 1966.

[. Rastogi, Neuropsychological decits in temporal lobe epilepsy : A comprehensive review, Annals of Indian Academy of Neurology, vol.17, issue.4, p.374, 2014.

. Rempel-clower, Three cases of enduring memory impairment after bilateral damage limited to the hippocampal formation, The Journal of Neuroscience, vol.16, issue.16, p.52335255, 1996.

[. Ropireddy, Axonal morphometry of hippocampal pyramidal neurons semi-automatically reconstructed after in vivo labeling in dierent ca3 locations, Brain Structure and Function, vol.216, issue.1, p.1, 2011.

[. Roux, Sharp wave ripples during learning stabilize the hippocampal spatial map, Nature Neuroscience, vol.20, issue.6, p.845853, 2017.

A. Saltelli, . Wiley, E. Chichester, N. J. Hoboken, and . Santhakumar, Role of mossy ber sprouting and mossy cell loss in hyperexcitability : A network model of the dentate gyrus incorporating cell types and axonal topography, Journal of Neurophysiology, vol.93, issue.1, p.25362547, 2003.

[. Schmeiser, Dierent mossy ber sprouting patterns in ILAE hippocampal sclerosis types, Epilepsy Research, vol.136, p.115122, 2017.

. Schomburg, The spiking component of oscillatory extracellular potentials in the rat hippocampus, Journal of Neuroscience, vol.32, issue.34, p.1179811811, 2012.

R. ;. Schwartz, J. Schwartz, and T. Roth, Neurophysiology of sleep and wakefulness : Basic science and clinical implications, Current Neuropharmacology, vol.6, issue.4, p.367, 2008.

. Scoville, W. B. Milner-;-scoville, and B. Milner, Loss of recent memory after bilateral hippocampal lesions, Neurosurgery & Psychiatry, vol.20, issue.1, p.1121, 1957.

. Sedigh-sarvestani, Rapid eye movement sleep and 130 hippocampal theta oscillations precede seizure onset in the tetanus toxin model of temporal lobe epilepsy, Journal of Neuroscience, vol.34, issue.4, p.11051114, 2014.

K. Sendrowski and W. Sobaniec, Hippocampus, hippocampal sclerosis and epilepsy, Pharmacological Reports, vol.65, issue.3, p.555565, 2013.

[. Simoncelli, Characterization of neural responses with stochastic stimuli. The cognitive neurosciences, 3, 2004.

[. Sloviter, , 2005.

, Kainic acid-induced recurrent mossy ber innervation of dentate gyrus inhibitory interneurons : Possible anatomical substrate of granule cell hyperinhibition in chronically epileptic rats, The Journal of Comparative Neurology, vol.494, issue.6, p.944960

&. Sobol and I. , Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates, Mathematics and Computers in Simulation, vol.55, issue.1-3, p.271280, 2001.

[. Somogyi, Temporal redistribution of inhibition over neuronal subcellular domains underlies statedependent rhythmic change of excitability in the hippocampus, Philosophical Transactions of the Royal Society of London B : Biological Sciences, p.369, 1635.

[. Spencer, Predicting long-term seizure outcome after resective epilepsy surgery : The multicenter study, vol.65, p.912, 2005.

[. Staba, Increased fast ripple to ripple ratios correlate with reduced hippocampal volumes and neuron loss in temporal lobe epilepsy patients, Epilepsia, vol.48, issue.11, p.21302138, 2007.

[. Staba, Quantitative analysis of high-frequency oscillations (80500 hz) recorded in human epileptic hippocampus and entorhinal cortex, Journal of Neurophysiology, vol.88, issue.4, p.17431752, 2002.

[. Stark, , 2014.

. Stefanescu, Neuronal substrates of sleep and epilepsy, Pyramidal cell-interneuron interactions underlie hippocampal ripple oscillations, vol.83, p.748759, 2003.

R. Stickgold, Sleep-dependent memory consolidation, Nature, vol.437, issue.7063, p.12721278, 2005.

[. Sullivan, Relationships between hippocampal sharp waves, ripples, and fast gamma oscillation : Inuence of dentate and entorhinal cortical activity, Journal of Neuroscience, vol.31, issue.23, p.86058616, 2011.

. Taxidis, Modeling sharp wave-ripple complexes through a CA3-CA1 network model with chemical synapses, 2012.

, Hippocampus, vol.22, issue.5, p.9951017

[. Bibliography and . Tiesinga, Computational model of carbachol-induced delta, theta, and gamma oscillations in the hippocampus, Hippocampus, vol.11, issue.3, p.251274, 2001.

C. Tononi, G. Tononi, and C. Cirelli, Sleep function and synaptic homeostasis, Sleep Medicine Reviews, vol.10, issue.1, pp.49-62, 2006.

[. Traub, High-frequency population oscillations are predicted to occur in hippocampal pyramidal neuronal networks interconnected by axoaxonal gap junctions, Neuroscience, vol.92, issue.2, p.407426, 1999.

. Traub, R. D. Bibbig-;-traub, and A. Bibbig, A model of high-frequency ripples in the hippocampus based on synaptic coupling plus axonaxon gap junctions between pyramidal neurons, Journal of Neuroscience, vol.20, issue.6, p.20862093, 2000.

[. Ullah, The inuence of sodium and potassium dynamics on excitability, seizures, and the stability of persistent states : II. network and glial dynamics, Journal of Computational Neuroscience, vol.26, issue.2, p.171183, 2008.

[. Ursino, The generation of rhythms within a cortical region : Analysis of a neural mass model, NeuroImage, vol.52, issue.3, p.10801094, 2010.

[. Uslu, , 2019.

, Cognitive impairment and drug responsiveness in mesial temporal lobe epilepsy, Epilepsy & Behavior, vol.90, p.162167

. Van-albada, Scalability of asynchronous networks is limited by one-to-one mapping between eective connectivity and correlations, The Connected Hippocampus, vol.11, p.127164, 1997.

[. Vismer, The piriform, perirhinal, and entorhinal cortex in seizure generation, Frontiers in Neural Circuits, vol.9, issue.1, p.4552, 1985.

X. Wang-;-wang, Neurophysiological and computational principles of cortical rhythms in cognition, Physiological Reviews, vol.90, issue.3, p.11951268, 2010.

X. Buzsáki-;-wang and G. Buzsáki, Gamma oscillation by synaptic inhibition in a hippocampal interneuronal network model, Journal of Neuroscience, vol.16, issue.20, p.64026413, 1996.

[. Weiss, Ictal onset patterns of local eld potentials, high frequency oscillations, and unit activity in human mesial temporal lobe epilepsy, Epilepsia, vol.57, issue.1, p.111, 2015.

[. Wendling, , 2002.

, Epileptic fast activity can be explained by a model of impaired GABAergic dendritic inhibition

. West, Dierences in the pattern of hippocampal neuronal loss in normal ageing and alzheimer's disease. The Lancet, European Journal of Neuroscience, vol.15, issue.9, pp.769-772, 1994.

[. West, M. J. Gundersen-;-west, and H. J. Gundersen, Unbiased stereological estimation of the number of neurons in the human hippocampus, The Journal of Comparative Neurology, vol.296, issue.1, p.122, 1990.

[. West, M. J. West, and L. Slomianka, Total number of neurons in the layers of the human entorhinal cortex, Hippocampus, vol.8, issue.1, p.6982, 1998.

[. Williamson, Scaling properties of dimensionality reduction for neural populations and network models, PLOS Computational Biology, vol.12, issue.12, p.1005141, 2016.

[. Williamson, The equivalence of information-theoretic and likelihood-based methods for neural dimensionality reduction, PLOS Computational Biology, vol.11, issue.4, p.1004141, 2015.

C. Wilson, H. R. Wilson, and J. D. Cowan, Excitatory and inhibitory interactions in localized populations of model neurons, Biophys. J, vol.12, issue.1, p.124, 1972.

M. Wilson, M. Wilson, and B. Mcnaughton, Reactivation of hippocampal ensemble memories during sleep, Science, vol.265, issue.5172, p.676679, 1994.

[. Wittner, Hippocampal CA3 pyramidal cells selectively innervate aspiny interneurons, European Journal of Neuroscience, vol.24, issue.5, p.12861298, 2006.

[. Wul, , 2009.

, Hippocampal theta rhythm and its coupling with gamma oscillations require fast inhibition onto parvalbumin-positive interneurons, Proceedings of the National Academy of Sciences, vol.106, issue.9, p.35613566

[. Yoshida, Cholinergic modulation of the CAN current may adjust neural dynamics for active memory maintenance, spatial navigation and time-compressed replay, Frontiers in neural circuits, p.6, 2012.

[. Zielinski, Functions and mechanisms of sleep, AIMS Neuroscience, vol.3, issue.1, p.67104, 2016.

[. Zylla, , 2013.

, Cholinergic plasticity of oscillating neuronal assemblies in mouse hippocampal slices, PLoS ONE, vol.8, issue.11, p.80718