T. Adam, D. Schwarz, and P. Finlayson, Firing properties of chopper and delay neurons in the lateral superior olive of the rat, Experimental Brain Research, vol.124, issue.4, pp.489-502, 1999.
DOI : 10.1007/s002210050645

N. Axmacher and R. Miles, Intrinsic cellular currents and the temporal precision of EPSP-action potential coupling in CA1 pyramidal cells, The Journal of Physiology, vol.36, issue.Suppl, pp.713-725, 2004.
DOI : 10.1016/S0896-6273(02)01092-9

A. Bacci and J. Huguenard, Enhancement of Spike-Timing Precision by Autaptic Transmission in Neocortical Inhibitory Interneurons, Neuron, vol.49, issue.1, pp.119-130, 2006.
DOI : 10.1016/j.neuron.2005.12.014

J. Bekkers and A. Delaney, Modulation of Excitability by ??-Dendrotoxin-Sensitive Potassium Channels in Neocortical Pyramidal Neurons, The Journal of Neuroscience, vol.21, issue.17, pp.6553-6560, 2001.
DOI : 10.1523/JNEUROSCI.21-17-06553.2001

S. Boudkkazi, E. Carlier, N. Ankri, O. Caillard, P. Giraud et al., Release-Dependent Variations in Synaptic Latency: A Putative Code for Short- and Long-Term Synaptic Dynamics, Neuron, vol.56, issue.6, pp.1048-1060, 2007.
DOI : 10.1016/j.neuron.2007.10.037
URL : https://hal.archives-ouvertes.fr/inserm-00184608

L. Buckby, T. Jensen, P. Smith, and R. Empson, Network stability through homeostatic scaling of excitatory and inhibitory synapses following inactivity in CA3 of rat organotypic hippocampal slice cultures, Molecular and Cellular Neuroscience, vol.31, issue.4, pp.805-816, 2006.
DOI : 10.1016/j.mcn.2006.01.009

D. Buonomano, A Learning Rule for the Emergence of Stable Dynamics and Timing in Recurrent Networks, Journal of Neurophysiology, vol.94, issue.4, pp.2275-2283, 2005.
DOI : 10.1038/35042582

E. Campanac, P. Gastrein, R. Cudmore, N. Ankri, and D. Debanne, Hyperpolarization-activated cationic current (Ih) organizes temporal activity in cortical circuits in vitro, FENS Abstr, vol.4, pp.47-93, 2008.

L. Cathala, S. Brickley, S. Cull-candy, and M. Farrant, Maturation of EPSCs and Intrinsic Membrane Properties Enhances Precision at a Cerebellar Synapse, The Journal of Neuroscience, vol.23, issue.14, pp.6074-6085, 2003.
DOI : 10.1523/JNEUROSCI.23-14-06074.2003

R. Cudmore and G. Turrigiano, Long-Term Potentiation of Intrinsic Excitability in LV Visual Cortical Neurons, Journal of Neurophysiology, vol.92, issue.1, pp.341-348, 2004.
DOI : 10.1111/j.1469-7793.2000.00571.x

D. Debanne, Information processing in the axon, Nature Reviews Neuroscience, vol.81, issue.4, pp.304-316, 2004.
DOI : 10.1152/jn.1999.81.3.1412

D. Debanne, N. Guérineau, B. Gähwiler, and S. Thompson, 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.
DOI : 10.1152/jn.1995.73.3.1282

D. Debanne, S. Boudkkazi, E. Campanac, R. Cudmore, P. Giraud et al., Paired-recordings from synaptically coupled cortical and hippocampal neurons in acute and cultured brain slices, Nature Protocols, vol.23, issue.10, pp.1559-1568, 2008.
DOI : 10.1113/jphysiol.1996.sp021204
URL : https://hal.archives-ouvertes.fr/inserm-00484944

C. Deister, C. Chan, D. Surmeier, and C. Wilson, Calcium-Activated SK Channels Influence Voltage-Gated Ion Channels to Determine the Precision of Firing in Globus Pallidus Neurons, Journal of Neuroscience, vol.29, issue.26, pp.8452-8461, 2009.
DOI : 10.1523/JNEUROSCI.0576-09.2009

N. Desai, L. Rutherford, and G. Turrigiano, Plasticity in the intrinsic excitability of cortical pyramidal neurons, Nature Neuroscience, vol.2, issue.6, pp.515-520, 1999.
DOI : 10.1038/9173

R. Fox, Stochastic versions of the Hodgkin-Huxley equations, Biophysical Journal, vol.72, issue.5, pp.2068-2074, 1997.
DOI : 10.1016/S0006-3495(97)78850-7

A. Frick and D. Johnston, Plasticity of dendritic excitability, Journal of Neurobiology, vol.4, issue.1, pp.100-115, 2005.
DOI : 10.1113/jphysiol.1973.sp010274

D. Fricker and R. Miles, EPSP Amplification and the Precision of Spike Timing in Hippocampal Neurons, Neuron, vol.28, issue.2, pp.559-569, 2000.
DOI : 10.1016/S0896-6273(00)00133-1

F. Frohlich, M. Bazhenov, and T. Sejnowski, Pathological Effect of Homeostatic Synaptic Scaling on Network Dynamics in Diseases of the Cortex, Journal of Neuroscience, vol.28, issue.7, pp.1709-1720, 2008.
DOI : 10.1523/JNEUROSCI.4263-07.2008

B. Gähwiler, M. Capogna, D. Debanne, R. Mckinney, and S. Thompson, Organotypic slice cultures: a technique has come of age, Trends in Neurosciences, vol.20, issue.10, pp.471-477, 1997.
DOI : 10.1016/S0166-2236(97)01122-3

M. Galante, D. Avossa, M. Rosato-siri, and L. Ballerini, Homeostatic plasticity induced by chronic block of AMPA/kainate receptors modulates the generation of rhythmic bursting in rat spinal cord organotypic cultures, European Journal of Neuroscience, vol.12, issue.6, pp.903-917, 2001.
DOI : 10.1016/S0166-2236(98)01341-1

E. Goldberg, B. Clark, E. Zagha, M. Nahmani, A. Erisir et al., K+ Channels at the Axon Initial Segment Dampen Near-Threshold Excitability of Neocortical Fast-Spiking GABAergic Interneurons, Neuron, vol.58, issue.3, pp.387-400, 2008.
DOI : 10.1016/j.neuron.2008.03.003

G. Grosse, A. Draguhn, L. Hohne, R. Tapp, R. Veh et al., Expression of Kv1 Potassium Channels in Mouse Hippocampal Primary Cultures: Development and Activity-Dependent Regulation, The Journal of Neuroscience, vol.20, issue.5, pp.1869-1882, 2000.
DOI : 10.1523/JNEUROSCI.20-05-01869.2000

D. Guan, J. Lee, M. Higgs, W. Spain, and R. Foehring, Functional Roles of Kv1 Channels in Neocortical Pyramidal Neurons, Journal of Neurophysiology, vol.97, issue.3, pp.1931-1940, 2007.
DOI : 10.1093/brain/122.5.817

P. Hemond, D. Epstein, A. Boley, M. Migliore, G. Ascoli et al., Distinct classes of pyramidal cells exhibit mutually exclusive firing patterns in hippocampal area CA3b, Hippocampus, vol.554, issue.4, pp.411-424, 2008.
DOI : 10.1113/jphysiol.1994.sp020420

M. Hines and N. Carnevale, Expanding NEURON's Repertoire of Mechanisms with NMODL, Neural Computation, vol.211, issue.5, pp.995-1007, 2000.
DOI : 10.1007/BF02459691

H. Johnson and D. Buonomano, Development and Plasticity of Spontaneous Activity and Up States in Cortical Organotypic Slices, Journal of Neuroscience, vol.27, issue.22, pp.5915-5925, 2007.
DOI : 10.1523/JNEUROSCI.0447-07.2007

U. Karmarkar and D. Buonomano, Different forms of homeostatic plasticity are engaged with distinct temporal profiles, European Journal of Neuroscience, vol.284, issue.6, pp.1575-1584, 2006.
DOI : 10.1126/science.284.5416.962

J. Kim and R. Tsien, Synapse-Specific Adaptations to Inactivity in Hippocampal Circuits Achieve Homeostatic Gain Control while Dampening Network Reverberation, Neuron, vol.58, issue.6, pp.925-962, 2008.
DOI : 10.1016/j.neuron.2008.05.009

M. Kole, J. Letzkus, and G. Stuart, Axon Initial Segment Kv1 Channels Control Axonal Action Potential Waveform and Synaptic Efficacy, Neuron, vol.55, issue.4, pp.633-647, 2007.
DOI : 10.1016/j.neuron.2007.07.031
URL : https://doi.org/10.1016/j.neuron.2007.07.031

R. Locke and J. Nerbonne, Currents in Callosal-Projecting Rat Visual Cortical Neurons, Journal of Neurophysiology, vol.12, issue.5, pp.2309-2320, 1997.
DOI : 10.1085/jgp.80.1.1

Y. Lu, P. Monsivais, B. Tempel, and E. Rubel, Activity-dependent regulation of the potassium channel subunits Kv1.1 and Kv3.1, The Journal of Comparative Neurology, vol.79, issue.1, pp.93-106, 2004.
DOI : 10.1152/jn.1998.79.5.2288

A. Luthi, B. Gähwiler, and U. Gerber, A slowly inactivating potassium current in CA3 pyramidal cells of rat hippocampus in vitro, The Journal of Neuroscience, vol.16, issue.2, pp.586-594, 1996.
DOI : 10.1523/JNEUROSCI.16-02-00586.1996

A. Maffei and G. Turrigiano, Multiple Modes of Network Homeostasis in Visual Cortical Layer 2/3, Journal of Neuroscience, vol.28, issue.17, pp.4377-4384, 2008.
DOI : 10.1523/JNEUROSCI.5298-07.2008

M. Martina, S. Royer, and D. Pare, Physiological Properties of Central Medial and Central Lateral Amygdala Neurons, Journal of Neurophysiology, vol.32, issue.4, pp.1843-1854, 1999.
DOI : 10.1016/0006-8993(86)90150-2

M. Miller, B. Okaty, and S. Nelson, Region-Specific Spike-Frequency Acceleration in Layer 5 Pyramidal Neurons Mediated by Kv1 Subunits, Journal of Neuroscience, vol.28, issue.51, pp.13716-13726, 2008.
DOI : 10.1523/JNEUROSCI.2940-08.2008

J. Mitterdorfer and B. Bean, Potassium Currents during the Action Potential of Hippocampal CA3 Neurons, The Journal of Neuroscience, vol.22, issue.23, pp.10106-10115, 2002.
DOI : 10.1523/JNEUROSCI.22-23-10106.2002

F. Pouille and M. Scanziani, Enforcement of Temporal Fidelity in Pyramidal Cells by Somatic Feed-Forward Inhibition, Science, vol.293, issue.5532, pp.1159-1163, 2001.
DOI : 10.1126/science.1060342

K. Raab-graham and P. Haddick, Activity- and mTOR-Dependent Suppression of Kv1.1 Channel mRNA Translation in Dendrites, Science, vol.314, issue.5796, pp.144-148, 2006.
DOI : 10.1126/science.1131693

A. Reyes, Synchrony-dependent propagation of firing rate in iteratively constructed networks in vitro, Nature Neuroscience, vol.16, issue.6, pp.593-599, 2003.
DOI : 10.1016/S0896-6273(02)01186-8

M. Russier, E. Carlier, N. Ankri, L. Fronzaroli, and D. Debanne, A-, T-, and H-type Currents Shape Intrinsic Firing of Developing Rat Abducens Motoneurons, The Journal of Physiology, vol.17, issue.1, pp.21-36, 2003.
DOI : 10.1111/j.1460-9568.1997.tb01519.x

E. Schneidman, B. Freedman, and I. Segev, Ion Channel Stochasticity May Be Critical in Determining the Reliability and Precision of Spike Timing, Neural Computation, vol.18, issue.4, pp.1679-1703, 1998.
DOI : 10.1016/S0006-3495(95)79995-7

N. Schoppa and G. Westbrook, Regulation of synaptic timing in the olfactory bulb by an A-type potassium current, Nature Neuroscience, vol.56, issue.12, pp.1106-1113, 1999.
DOI : 10.1016/0896-6273(94)90425-1

Y. Shu, Y. Yu, Y. J. Mccormick, and D. , Selective control of cortical axonal spikes by a slowly inactivating K+ current, Proceedings of the National Academy of Sciences, vol.207, issue.3, pp.11453-11458, 2007.
DOI : 10.1016/0076-6879(92)07008-C

V. Sourdet, M. Russier, G. Daoudal, N. Ankri, and D. Debanne, Long-Term Enhancement of Neuronal Excitability and Temporal Fidelity Mediated by Metabotropic Glutamate Receptor Subtype 5, The Journal of Neuroscience, vol.23, issue.32, pp.10238-10248, 2003.
DOI : 10.1523/JNEUROSCI.23-32-10238.2003

L. Stoppini, P. Buchs, and D. Muller, A simple method for organotypic cultures of nervous tissue, Journal of Neuroscience Methods, vol.37, issue.2, pp.173-182, 1991.
DOI : 10.1016/0165-0270(91)90128-M

J. Storm, Temporal integration by a slowly inactivating K+ current in hippocampal neurons, Nature, vol.336, issue.6197, pp.379-381, 1988.
DOI : 10.1038/336379a0

R. Traub and R. Wong, Cellular mechanism of neuronal synchronization in epilepsy, Science, vol.216, issue.4547, pp.745-747, 1982.
DOI : 10.1126/science.7079735

G. Turrigiano, L. Abbott, and E. Marder, Activity-dependent changes in the intrinsic properties of cultured neurons, Science, vol.264, issue.5161, pp.974-977, 1994.
DOI : 10.1126/science.8178157

G. Turrigiano and S. Nelson, Homeostatic plasticity in the developing nervous system, Nature Reviews Neuroscience, vol.295, issue.2, pp.97-107, 2004.
DOI : 10.1126/science.1067903

H. Vacher, D. Mohapatra, and J. Trimmer, Localization and Targeting of Voltage-Dependent Ion Channels in Mammalian Central Neurons, Physiological Reviews, vol.88, issue.4, pp.1407-1447, 2008.
DOI : 10.1016/S0896-6273(00)80393-1

K. Vervaeke, H. Hu, L. Graham, and J. Storm, Contrasting Effects of the Persistent Na+ Current on Neuronal Excitability and Spike Timing, Neuron, vol.49, issue.2, pp.257-270, 2006.
DOI : 10.1016/j.neuron.2005.12.022
URL : https://hal.archives-ouvertes.fr/hal-00094345

X. Wang and G. Buzsaki, Gamma Oscillation by Synaptic Inhibition in a Hippocampal Interneuronal Network Model, The Journal of Neuroscience, vol.16, issue.20, pp.6402-6413, 1996.
DOI : 10.1523/JNEUROSCI.16-20-06402.1996

J. White, J. Rubinstein, and A. Kay, Channel noise in neurons, Trends in Neurosciences, vol.23, issue.3, pp.131-137, 2000.
DOI : 10.1016/S0166-2236(99)01521-0

J. Wolfart, H. Neuhoff, O. Franz, and J. Roeper, Differential Expression of the Small-Conductance, Calcium-Activated Potassium Channel SK3 Is Critical for Pacemaker Control in Dopaminergic Midbrain Neurons, The Journal of Neuroscience, vol.21, issue.10, pp.3443-3456, 2001.
DOI : 10.1523/JNEUROSCI.21-10-03443.2001

R. Wu and M. Barish, Two pharmacologically and kinetically distinct transient potassium currents in cultured embryonic mouse hippocampal neurons, The Journal of Neuroscience, vol.12, issue.6, pp.2235-2246, 1992.
DOI : 10.1523/JNEUROSCI.12-06-02235.1992

W. Zhang and D. Linden, The other side of the engram: experience-driven changes in neuronal intrinsic excitability, Nature Reviews Neuroscience, vol.55, issue.1, pp.885-900, 2003.
DOI : 10.1152/jn.1986.55.4.767