J. Amendola, A. Woodhouse, M. Martin-eauclaire, and J. Goaillard, Ca2+/cAMP-Sensitive Covariation of IA and IH Voltage Dependences Tunes Rebound Firing in Dopaminergic Neurons, Journal of Neuroscience, vol.32, issue.6, pp.2166-2181, 2012.
DOI : 10.1523/JNEUROSCI.5297-11.2012

G. Ascoli, L. Alonso-nanclares, S. Anderson, G. Barrionuevo, R. Benavides-piccione et al., Petilla terminology: nomenclature of features of GABAergic interneurons of the cerebral cortex, Nature Reviews Neuroscience, vol.28, issue.7, pp.557-568, 1038.
DOI : 10.1038/nrn2402
URL : https://hal.archives-ouvertes.fr/hal-00292588

D. Battaglia, A. Karagiannis, T. Gallopin, H. Gutch, and B. Cauli, Beyond the frontiers of neuronal types, Frontiers in Neural Circuits, vol.7, 2013.
DOI : 10.3389/fncir.2013.00013

B. Bean, The action potential in mammalian central neurons, Nature Reviews Neuroscience, vol.538, issue.6, pp.451-465, 2007.
DOI : 10.1038/nrn2148

C. Chan, J. Guzman, E. Ilijic, J. Mercer, C. Rick et al., ???Rejuvenation??? protects neurons in mouse models of Parkinson???s disease, Nature, vol.25, issue.7148, pp.1081-1086, 2007.
DOI : 10.1038/nature05865

G. Cui, T. Okamoto, and H. Morikawa, Spontaneous Opening of T-Type Ca2+ Channels Contributes to the Irregular Firing of Dopamine Neurons in Neonatal Rats, Journal of Neuroscience, vol.24, issue.49, pp.11079-11087, 2004.
DOI : 10.1523/JNEUROSCI.2713-04.2004

V. Debat and P. David, Mapping phenotypes: canalization, plasticity and developmental stability, Trends in Ecology & Evolution, vol.16, issue.10, pp.555-561, 2001.
DOI : 10.1016/S0169-5347(01)02266-2

J. Defelipe, P. López-cruz, R. Benavides-piccione, C. Bielza, P. Larrañaga et al., New insights into the classification and nomenclature of cortical GABAergic interneurons, Nature Reviews Neuroscience, vol.213, issue.3, pp.202-216, 2013.
DOI : 10.1038/nrn3444

A. Destexhe and T. Sejnowski, Interactions Between Membrane Conductances Underlying Thalamocortical Slow-Wave Oscillations, Physiological Reviews, vol.83, issue.4, pp.1401-1453, 2003.
DOI : 10.1152/physrev.00012.2003

G. Drion, L. Massotte, R. Sepulchre, and V. Seutin, How Modeling Can Reconcile Apparently Discrepant Experimental Results: The Case of Pacemaking in Dopaminergic Neurons, PLoS Computational Biology, vol.342, issue.5, 2011.
DOI : 10.1371/journal.pcbi.1002050.s006

M. Dufour, A. Woodhouse, and J. Goaillard, Somatodendritic ion channel expression in substantia nigra pars compacta dopaminergic neurons across postnatal development, Journal of Neuroscience Research, vol.52, issue.Suppl, pp.981-999, 2014.
DOI : 10.1002/jnr.23382

D. Ferrari, B. Mdzomba, N. Dehorter, C. Lopez, F. Michel et al., Midbrain dopaminergic neurons generate calcium and sodium currents and release dopamine in the striatum of pups, Frontiers in Cellular Neuroscience, vol.6, 2012.
DOI : 10.3389/fncel.2012.00007

O. Franz, B. Liss, A. Neu, and J. Roeper, Single-cell mRNA expression of HCN1 correlates with a fast gating phenotype of hyperpolarization-activated cyclic nucleotide-gated ion channels (Ih) in central neurons, European Journal of Neuroscience, vol.20, issue.8, pp.2685-2693, 2000.
DOI : 10.1046/j.1460-9568.2000.00151.x

J. Goaillard, A. Taylor, D. Schulz, and E. Marder, Functional consequences of animal-to-animal variation in circuit parameters, Nature Neuroscience, vol.67, issue.11, pp.1424-1430, 2009.
DOI : 10.1038/nn.2404

A. Grace, Evidence for the functional compartmentalization of spike generating regions of rat mdbrain dopamine neurons recorded in vitro, Brain Research, vol.524, issue.1, pp.31-41, 1990.
DOI : 10.1016/0006-8993(90)90488-W

A. Grace and B. Bunney, The control of firing pattern in nigral dopamine neurons: burst firing, The Journal of Neuroscience, vol.4, pp.2877-2890, 1984.

A. Grace and B. Bunney, The control of firing pattern in nigral dopamine neurons: single spike firing, The Journal of Neuroscience, vol.4, pp.2866-2876, 1984.

A. Grace, S. Floresco, Y. Goto, and D. Lodge, Regulation of firing of dopaminergic neurons and control of goal-directed behaviors, Trends in Neurosciences, vol.30, issue.5, pp.220-227, 2007.
DOI : 10.1016/j.tins.2007.03.003

A. Grace and S. Onn, Morphology and electrophysiological properties of immunocytochemically identified rat dopamine neurons recorded in vitro, The Journal of Neuroscience, vol.9, pp.3463-3481, 1989.

M. Grubb and B. J. , Activity-dependent relocation of the axon initial segment fine-tunes neuronal excitability, Nature, vol.9, issue.7301, pp.1070-1074
DOI : 10.1038/nature09160

M. Grubb and B. J. , Building and maintaining the axon initial segment, Current Opinion in Neurobiology, vol.20, issue.4, pp.481-488
DOI : 10.1016/j.conb.2010.04.012

G. Gutierrez, T. O-'leary, and E. Marder, Multiple Mechanisms Switch an Electrically Coupled, Synaptically Inhibited Neuron between Competing Rhythmic Oscillators, Neuron, vol.77, issue.5, pp.845-858, 2013.
DOI : 10.1016/j.neuron.2013.01.016
URL : http://doi.org/10.1016/j.neuron.2013.01.016

J. Guzman, J. Sanchez-padilla, C. Chan, and D. Surmeier, Robust Pacemaking in Substantia Nigra Dopaminergic Neurons, Journal of Neuroscience, vol.29, issue.35, pp.11011-11019, 2009.
DOI : 10.1523/JNEUROSCI.2519-09.2009

J. Hahn, T. Tse, and E. Levitan, Long-term K+ channel-mediated dampening of dopamine neuron excitability by the antipsychotic drug haloperidol, The Journal of Neuroscience, vol.23, pp.10859-10866, 2003.

M. Hausser, G. Stuart, C. Racca, and B. Sakmann, Axonal initiation and active dendritic propagation of action potentials in substantia nigra neurons, Neuron, vol.15, issue.3, pp.637-647, 1995.
DOI : 10.1016/0896-6273(95)90152-3

B. Hille, Ion channels of excitable membranes, 2001.

Z. Hu, M. Cooper, D. Crockett, and R. Zhou, Differentiation of the midbrain dopaminergic pathways during mouse development, The Journal of Comparative Neurology, vol.18, issue.3, pp.301-311, 2004.
DOI : 10.1002/cne.20230

S. Johnson and Y. Wu, Multiple mechanisms underlie burst firing in rat midbrain dopamine neurons in vitro, Brain Research, vol.1019, issue.1-2, pp.293-296, 2004.
DOI : 10.1016/j.brainres.2004.06.022

D. Johnston and S. Wu, Foundations of cellular neurophysiology, 1995.

A. Karagiannis, T. Gallopin, C. Dávid, D. Battaglia, H. Geoffroy et al., Classification of NPY-Expressing Neocortical Interneurons, Journal of Neuroscience, vol.29, issue.11, pp.3642-3659, 2009.
DOI : 10.1523/JNEUROSCI.0058-09.2009
URL : https://hal.archives-ouvertes.fr/hal-00369558

S. Kitai, P. Shepard, J. Callaway, and R. Scroggs, Afferent modulation of dopamine neuron firing patterns, Current Opinion in Neurobiology, vol.9, issue.6, pp.690-697, 1999.
DOI : 10.1016/S0959-4388(99)00040-9

H. Kuba, T. Ishii, and H. Ohmori, Axonal site of spike initiation enhances auditory coincidence detection, Nature, vol.17, issue.2, pp.1069-1072, 2006.
DOI : 10.1038/nature05347

H. Kuba, Y. Oichi, and H. Ohmori, Presynaptic activity regulates Na+ channel distribution at the axon initial segment, Nature, vol.277, issue.7301, pp.1075-1078, 2010.
DOI : 10.1038/nature09087

M. Laramee, K. Rockland, S. Prince, G. Bronchti, and D. Boire, Principal Component and Cluster Analysis of Layer V Pyramidal Cells in Visual and Non-Visual Cortical Areas Projecting to the Primary Visual Cortex of the Mouse, Cerebral Cortex, vol.23, issue.3, pp.714-728, 2013.
DOI : 10.1093/cercor/bhs060

B. Liss, O. Franz, S. Sewing, R. Bruns, H. Neuhoff et al., Tuning pacemaker frequency of individual dopaminergic neurons by Kv4.3L and KChip3.1 transcription, The EMBO Journal, vol.20, issue.20, pp.5715-5724, 2001.
DOI : 10.1093/emboj/20.20.5715

E. Marder and J. Goaillard, Variability, compensation and homeostasis in neuron and network function, Nature Reviews Neuroscience, vol.15, issue.7, pp.563-574, 2006.
DOI : 10.1038/nrn1949

D. Mccormick and D. Prince, Post-natal development of electrophysiological properties of rat cerebral cortical pyramidal neurones., The Journal of Physiology, vol.393, issue.1, pp.743-762, 1987.
DOI : 10.1113/jphysiol.1987.sp016851

L. Mcgarry, A. Packer, E. Fino, V. Nikolenko, T. Sippy et al., Quantitative classification of somatostatinpositive neocortical interneurons identifies three interneuron subtypes, Frontiers in Neural Circuits, vol.4, 2010.

G. Mereu, V. Lilliu, A. Casula, P. Vargiu, D. M. Musa et al., Spontaneous bursting activity of dopaminergic neurons in midbrain slices from immature rats: role of N-methyl-d-aspartate receptors, Neuroscience, vol.77, issue.4, pp.1029-1036, 1997.
DOI : 10.1016/S0306-4522(96)00474-5

W. Moody and M. Bosma, Ion Channel Development, Spontaneous Activity, and Activity-Dependent Development in Nerve and Muscle Cells, Physiological Reviews, vol.85, issue.3, pp.883-941, 2004.
DOI : 10.1152/physrev.00017.2004

H. Neuhoff, A. Neu, B. Liss, and J. Roeper, I(h) channels contribute to the different functional properties of identified dopaminergic subpopulations in the midbrain, The Journal of Neuroscience, vol.22, pp.1290-1302, 2002.

C. Paladini, Y. Iribe, and J. Tepper, GABAA receptor stimulation blocks NMDA-induced bursting of dopaminergic neurons in vitro by decreasing input resistance, Brain Research, vol.832, issue.1-2, pp.145-151, 1999.
DOI : 10.1016/S0006-8993(99)01484-5

M. Park, K. Kitahama, M. Geffard, and T. Maeda, Postnatal development of the dopaminergic neurons in the rat mesencephalon, Brain and Development, vol.22, issue.00, pp.38-44, 2000.
DOI : 10.1016/S0387-7604(00)00145-5

P. Bahrey, H. Moody, and W. , Early Development of Voltage-Gated Ion Currents and Firing Properties in Neurons of the Mouse Cerebral Cortex, Journal of Neurophysiology, vol.89, issue.4, pp.1761-1773, 2002.
DOI : 10.1152/jn.00972.2002

H. Ping and P. Shepard, Apamin-sensitive Ca2+-activated K+ channels regulate pacemaker activity in nigral dopamine neurons, NeuroReport, vol.7, issue.3, pp.809-814, 1996.
DOI : 10.1097/00001756-199602290-00031

M. Puopolo, E. Raviola, and B. Bean, Roles of Subthreshold Calcium Current and Sodium Current in Spontaneous Firing of Mouse Midbrain Dopamine Neurons, Journal of Neuroscience, vol.27, issue.3, pp.645-656, 2007.
DOI : 10.1523/JNEUROSCI.4341-06.2007

I. Putzier, P. Kullmann, J. Horn, and E. Levitan, Cav1.3 Channel Voltage Dependence, Not Ca2+ Selectivity, Drives Pacemaker Activity and Amplifies Bursts in Nigral Dopamine Neurons, Journal of Neuroscience, vol.29, issue.49, pp.15414-15419, 2009.
DOI : 10.1523/JNEUROSCI.4742-09.2009

I. Putzier, P. Kullmann, J. Horn, and E. Levitan, Dopamine Neuron Responses Depend Exponentially on Pacemaker Interval, Journal of Neurophysiology, vol.101, issue.2, pp.926-933, 2008.
DOI : 10.1152/jn.91144.2008

H. Robinson, A scriptable DSP-based system for dynamic conductance injection, Journal of Neuroscience Methods, vol.169, issue.2, pp.271-281, 2008.
DOI : 10.1016/j.jneumeth.2007.10.016

D. Schulz, J. Goaillard, and E. Marder, Quantitative expression profiling of identified neurons reveals cell-specific constraints on highly variable levels of gene expression, Proceedings of the National Academy of Sciences, vol.104, issue.32, pp.13187-13191, 2007.
DOI : 10.1073/pnas.0705827104

D. Schulz, J. Goaillard, and E. Marder, Variable channel expression in identified single and electrically coupled neurons in different animals, Nature Neuroscience, vol.9, issue.3, pp.356-362, 2006.
DOI : 10.1038/nn1639

V. Seutin, L. Massotte, M. Renette, and A. Dresse, Evidence for a modulatory role of Ih on the firing of a subgroup of midbrain dopamine neurons, Neuroreport, vol.12, issue.2, pp.255-258, 2001.
DOI : 10.1097/00001756-200102120-00015

V. Seutin, L. Massotte, J. Scuvée-moreau, and A. Dresse, Spontaneous apamin-sensitive hyperpolarizations in dopaminergic neurons of neonatal rats, Journal of Neurophysiology, vol.80, pp.3361-3364, 1998.

V. Seutin, F. Mkahli, L. Massotte, and A. Dresse, Calcium release from internal stores is required for the generation of spontaneous hyperpolarizations in dopaminergic neurons of neonatal rats, Journal of Neurophysiology, vol.83, pp.192-197, 2000.

J. Simonnet, E. E. Cohen, I. Miles, R. Fricker, and D. , Cellular neuroanatomy of rat presubiculum, European Journal of Neuroscience, vol.29, issue.Pt 2, pp.583-597, 2013.
DOI : 10.1111/ejn.12065

I. Spigelman, L. Zhang, and P. Carlen, Patch-clamp study of postnatal development of CA1 neurons in rat hippocampal slices: membrane excitability and K+ currents, Journal of Neurophysiology, vol.68, pp.55-69, 1992.

T. Tateno and H. Robinson, The mechanism of ethanol action on midbrain dopaminergic neuron firing: a dynamic-clamp study of the role of Ih and GABAergic synaptic integration, Journal of Neurophysiology, vol.106, issue.4, pp.1901-1922, 2011.
DOI : 10.1152/jn.00162.2011

A. Taylor, J. Goaillard, and E. Marder, How Multiple Conductances Determine Electrophysiological Properties in a Multicompartment Model, Journal of Neuroscience, vol.29, issue.17, pp.5573-5586, 2009.
DOI : 10.1523/JNEUROSCI.4438-08.2009

A. Taylor, T. Hickey, A. Prinz, E. Marder, M. Damlama et al., Structure and visualization of high-dimensional conductance spaces Postnatal changes in the distribution and morphology of rat substantia nigra dopaminergic neurons, Journal of Neurophysiology Neuroscience, vol.9694, issue.60, pp.891-905469, 1994.

J. Tepper, F. Trent, and S. Nakamura, Postnatal development of the electrical activity of rat nigrostriatal dopaminergic neurons, Developmental Brain Research, vol.54, issue.1, pp.21-33, 1990.
DOI : 10.1016/0165-3806(90)90061-3

K. Tucker, M. Huertas, J. Horn, C. Canavier, and E. Levitan, Pacemaker Rate and Depolarization Block in Nigral Dopamine Neurons: A Somatic Sodium Channel Balancing Act, Journal of Neuroscience, vol.32, issue.42, pp.14519-14531, 2012.
DOI : 10.1523/JNEUROSCI.1251-12.2012

M. Vandecasteele, J. Deniau, and L. Venance, Spike frequency adaptation is developmentally regulated in substantia nigra pars compacta dopaminergic neurons, Neuroscience, vol.192, 2011.
DOI : 10.1016/j.neuroscience.2011.07.017

C. Waddington, Canalization of Development and the Inheritance of Acquired Characters, Nature, vol.150, issue.3811, pp.563-565, 1942.
DOI : 10.1038/150563a0

C. Waddington, The strategy of the genes; a discussion of some aspects of theoretical biology, 1957.

H. Washio, K. Takigachi-hayashi, and S. Konishi, Early postnatal development of substantia nigra neurons in rat midbrain slices: hyperpolarization-activated inward current and dopamine-activated current, Neuroscience Research, vol.34, issue.2, pp.91-101, 1999.
DOI : 10.1016/S0168-0102(99)00039-5

S. Williams and M. Sutherland, Abbreviated Action Potential Kinetics in a Mouse Model of Potassium Channel Overexpression During Hippocampal Development, Cellular and Molecular Neurobiology, vol.24, issue.3, pp.423-441, 2004.
DOI : 10.1023/B:CEMN.0000022772.82534.39

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, pp.3443-3456, 2001.

J. Wolfart and J. Roeper, Selective coupling of T-type calcium channels to SK potassium channels prevents intrinsic bursting in dopaminergic midbrain neurons, The Journal of Neuroscience, vol.22, pp.3404-3413, 2002.