M. Abeles, Corticonics: Neural Circuits of the Cerebral Cortex, 1991.
DOI : 10.1017/CBO9780511574566

M. Abeles and G. L. Gerstein, Detecting spatiotemporal firing patterns among simultaneously recorded single neurons, J. Neurophysiol, vol.60, issue.3, pp.910-924, 1988.

M. Abeles, H. Bergman, E. Margalit, and E. Vaadia, Spatiotemporal firing patterns in the frontal cortex of behaving monkeys, J. Neurophysiol, vol.70, pp.1629-1638, 1993.

M. Abeles, G. Hayon, and D. Lehmann, Modeling Compositionality by Dynamic Binding of Synfire Chains, Journal of Computational Neuroscience, vol.17, issue.2, pp.179-201, 2004.
DOI : 10.1023/B:JCNS.0000037682.18051.5f

Y. Asai, T. Yokoi, and A. E. Villa, Detection of a Dynamical System Attractor from Spike Train Analysis, Lect. Notes Comput. Sci, vol.4131, pp.623-631, 2006.
DOI : 10.1007/11840817_65

C. C. Bell, V. Z. Han, Y. Sugawara, and K. Grant, Synaptic plasticity in a cerebellum-like structure depends on temporal order, Nature, vol.387, issue.6630, pp.278-281, 1997.
DOI : 10.1038/387278a0

Y. Ben-shaul, R. Drori, I. Asher, E. Stark, Z. Nadasdy et al., Neuronal Activity in Motor Cortical Areas Reflects the Sequential Context of Movement, Journal of Neurophysiology, vol.91, issue.4, pp.1748-1762, 2004.
DOI : 10.1152/jn.00957.2003

E. Bonfoco, D. Krainc, M. Ankarcrona, P. Nicotera, and S. A. Lipton, Apoptosis and necrosis: two distinct events induced, respectively, by mild and intense insults with N-methyl-D-aspartate or nitric oxide/superoxide in cortical cell cultures., Proc. Natl. Acad. Sci. USA 92, pp.7162-7166, 1995.
DOI : 10.1073/pnas.92.16.7162

S. M. Catalano and C. J. Shatz, Activity-Dependent Cortical Target Selection by Thalamic Axons, Science, vol.281, issue.5376, pp.559-562, 1998.
DOI : 10.1126/science.281.5376.559

G. Chechik, I. Meilijson, and E. Ruppin, Neuronal Regulation: A Mechanism for Synaptic Pruning During Brain Maturation, Neural Computation, vol.6, issue.1, pp.2061-2080, 1999.
DOI : 10.1016/0166-4328(94)00118-Y

B. Chen, K. Boukamel, J. P. Jao, and B. Roerig, Spatial distribution of inhibitory synaptic connections during development of ferret primary visual cortex, Experimental Brain Research, vol.11, issue.4, pp.496-509, 2005.
DOI : 10.1007/s00221-004-2029-4

D. R. Chialvo, Critical brain networks, Critical brain networks, pp.756-765, 2004.
DOI : 10.1016/j.physa.2004.05.064

D. W. Choi, J. Y. Koh, and S. Peters, Pharmacology of glutamate neurotoxicity in cortical cell culture: attenuation by nmda antagonists, J. Neurosci, vol.8, pp.185-196, 1988.

J. L. Conel, The Post Natal Development of the Human Cerebral Cortex, 1939.

C. W. Cotman and D. T. Monaghan, Excitatory Amino Acid Neurotransmission: NMDA Receptors and Hebb-Type Synaptic Plasticity, Annual Review of Neuroscience, vol.11, issue.1, pp.61-80, 1988.
DOI : 10.1146/annurev.ne.11.030188.000425

N. R. Draper and H. Smith, Applied Regression Analysis, 1998.
DOI : 10.1002/9781118625590

J. Durbin and G. S. Watson, Testing for Serial Correlation in Least Squares Regression. III, Biometrika, vol.58, issue.1, pp.1-19, 1971.
DOI : 10.2307/2334313

T. Egawa-tsuzuki, M. Ohno, N. Tanaka, Y. Takeuchi, and H. Uramoto, The PDGF B-chain is involved in the ontogenic susceptibility of the developing rat brain to NMDA toxicity, Experimental Neurology, vol.186, issue.1, pp.89-98, 2004.
DOI : 10.1016/j.expneurol.2003.11.001

G. N. Elston, Cortical heterogeneity: implications for visual processing and polysensory integration, Journal of Neurocytology, vol.31, issue.3/5, pp.317-335, 2002.
DOI : 10.1023/A:1024182228103

J. Eriksson, O. Torres, A. Mitchell, G. Tucker, K. Lindsay et al., Spiking Neural Networks for Reconfigurable POEtic Tissue, Lect. Notes Comput. Sci, vol.2606, pp.165-173, 2003.
DOI : 10.1007/3-540-36553-2_15

I. Figiel and L. Kaczmarek, Cellular and molecular correlates of glutamate-evoked neuronal programmed cell death in the in vitro cultures of rat hippocampal dentate gyrus, Neurochemistry International, vol.31, issue.2, pp.229-240, 1997.
DOI : 10.1016/S0197-0186(96)00152-0

I. Fujita, The inferior temporal cortex: architecture, computation, and representation, Journal of Neurocytology, vol.31, issue.3/5, pp.359-371, 2002.
DOI : 10.1023/A:1024138413082

D. Genoux and J. M. Montgomery, GLUTAMATE RECEPTOR PLASTICITY AT EXCITATORY SYNAPSES IN THE BRAIN, Clinical and Experimental Pharmacology and Physiology, vol.6, issue.10, pp.1058-1063, 2007.
DOI : 10.1016/j.neuron.2006.07.004

R. C. Gerkin, P. M. Lau, D. W. Nauen, Y. T. Wang, and G. Q. Bi, Modular Competition Driven by NMDA Receptor Subtypes in Spike-Timing-Dependent Plasticity, Journal of Neurophysiology, vol.97, issue.4, pp.2851-2862, 2007.
DOI : 10.1152/jn.00860.2006

R. Guyonneau, R. Van-rullen, and S. J. Thorpe, Neurons Tune to the Earliest Spikes Through STDP, Neural Computation, vol.76, issue.4, pp.859-879, 2005.
DOI : 10.1038/25665

URL : https://hal.archives-ouvertes.fr/hal-00330516

M. G. Hanson and L. T. Landmesser, Normal Patterns of Spontaneous Activity Are Required for Correct Motor Axon Guidance and the Expression of Specific Guidance Molecules, Neuron, vol.43, issue.5, pp.687-701, 2004.
DOI : 10.1016/j.neuron.2004.08.018

S. Hill and A. E. Villa, Dynamic transitions in global network activity influenced by the balance of excitation and inhibition, Network: Computation in Neural Systems, vol.8, issue.2, pp.165-184, 1997.
DOI : 10.1088/0954-898X_8_2_004

P. R. Huttenlocher, Synaptic density in human frontal cortex ? developmental changes and effects of aging, Brain Research, vol.163, issue.2, pp.195-205, 1979.

P. R. Huttenlocher and A. S. Dabholkar, Regional differences in synaptogenesis in human cerebral cortex, The Journal of Comparative Neurology, vol.28, issue.2, pp.167-178, 1997.
DOI : 10.1002/(SICI)1096-9861(19971020)387:2<167::AID-CNE1>3.0.CO;2-Z

P. R. Huttenlocher, C. De-courten, L. J. Garey, and H. Van-der-loos, Synaptogenesis in human visual cortex ??? evidence for synapse elimination during normal development, Neuroscience Letters, vol.33, issue.3, pp.247-252, 1982.
DOI : 10.1016/0304-3940(82)90379-2

J. Iglesias and A. E. Villa, Neuronal Cell Death and Synaptic Pruning Driven by Spike-Timing Dependent Plasticity, Lect. Notes Comput. Sci, vol.4131, pp.953-962, 2006.
DOI : 10.1007/11840817_99

J. Iglesias and A. E. Villa, Effect of stimulus-driven pruning on the detection of spatiotemporal patterns of activity in large neural networks, Biosystems, vol.89, issue.1-3, pp.287-293, 2007.
DOI : 10.1016/j.biosystems.2006.05.020

URL : https://hal.archives-ouvertes.fr/inserm-00382738

J. Iglesias, J. Eriksson, F. Grize, M. Tomassini, and A. E. Villa, Dynamics of pruning in simulated large-scale spiking neural networks, Biosystems, vol.79, issue.1-3, pp.11-20, 2005.
DOI : 10.1016/j.biosystems.2004.09.016

URL : https://hal.archives-ouvertes.fr/inserm-00391011

J. Iglesias, J. Eriksson, B. Pardo, M. Tomassini, and A. E. Villa, Emergence of Oriented Cell Assemblies Associated with Spike-Timing-Dependent Plasticity, Lect. Notes Comput. Sci, vol.3696, pp.127-132, 2005.
DOI : 10.1007/11550822_21

G. M. Innocenti, Exuberant development of connections, and its possible permissive role in cortical evolution, Trends in Neurosciences, vol.18, issue.9, pp.397-402, 1995.
DOI : 10.1016/0166-2236(95)93936-R

G. M. Innocenti and D. J. Price, Exuberance in the development of cortical networks, Nature Reviews Neuroscience, vol.52, issue.12, pp.955-965, 2005.
DOI : 10.1038/nrn1790

E. M. Izhikevich, Polychronization: computation with spikes. Neural Computat, pp.245-282, 2006.
DOI : 10.1162/089976606775093882

E. M. Izhikevich, J. A. Gally, and G. M. Edelman, Spike-timing Dynamics of Neuronal Groups, Cerebral Cortex, vol.14, issue.8, pp.933-944, 2004.
DOI : 10.1093/cercor/bhh053

Q. Jiang, Z. Gu, G. Zhang, and G. Jing, N-Methyl-d-aspartate receptor activation results in regulation of extracellular signal-regulated kinases by protein kinases and phosphatases in glutamate-induced neuronal apototic-like death, Brain Research, vol.887, issue.2, pp.285-292, 2000.
DOI : 10.1016/S0006-8993(00)03003-1

M. V. Johnston, W. H. Trescher, A. Ishida, and W. Nakajima, The Developing Nervous System: A Series of Review Articles: Neurobiology of Hypoxic-Ischemic Injury in the Developing Brain, Pediatric Research, vol.19, issue.6, pp.735-741, 2001.
DOI : 10.1203/00006450-200106000-00003

U. R. Karmarkar and D. V. Buonomano, A model of spike-timing dependent plasticity: one or two coincidence detectors?, J. Neurophysiol, vol.88, issue.1, pp.507-513, 2002.

S. Kure, T. Tominaga, T. Yoshimoto, K. Tada, and K. Narisawa, Glutamate triggers internucleosomal DNA cleavage in neuronal cells, Biochemical and Biophysical Research Communications, vol.179, issue.1, pp.39-45, 1991.
DOI : 10.1016/0006-291X(91)91330-F

P. Levitt, Structural and functional maturation of the developing primate brain, The Journal of Pediatrics, vol.143, issue.4, pp.35-45, 2003.
DOI : 10.1067/S0022-3476(03)00400-1

G. Lopez-bendito and Z. Molnar, Thalamocortical development: how are we going to get there?, Nature Reviews Neuroscience, vol.4, issue.4, pp.276-289, 2003.
DOI : 10.1038/nrn1075

L. K. Low and H. J. Cheng, Axon pruning: an essential step underlying the developmental plasticity of neuronal connections, Philosophical Transactions of the Royal Society B: Biological Sciences, vol.46, issue.8, pp.361-1531, 1473.
DOI : 10.1046/j.1460-9568.1999.00683.x

L. Luo and D. D. O-'leary, AXON RETRACTION AND DEGENERATION IN DEVELOPMENT AND DISEASE, Annual Review of Neuroscience, vol.28, issue.1, pp.127-156, 2005.
DOI : 10.1146/annurev.neuro.28.061604.135632

H. Mizuno, T. Hirano, and Y. Tagawa, Evidence for Activity-Dependent Cortical Wiring: Formation of Interhemispheric Connections in Neonatal Mouse Visual Cortex Requires Projection Neuron Activity, Journal of Neuroscience, vol.27, issue.25, pp.6760-6770, 2007.
DOI : 10.1523/JNEUROSCI.1215-07.2007

J. M. Montgomery and D. V. Madison, Discrete synaptic states define a major mechanism of synapse plasticity, Trends in Neurosciences, vol.27, issue.12, pp.744-750, 2004.
DOI : 10.1016/j.tins.2004.10.006

R. W. Oppenheim, Studies in developmental neurobiology: essays in honor of viktor hamburger The Neurotrophic Theory and Naturally Occurring Motoneuron Death, 1981.

R. W. Oppenheim, Cell Death During Development of the Nervous System, Annual Review of Neuroscience, vol.14, issue.1, pp.453-501, 1991.
DOI : 10.1146/annurev.ne.14.030191.002321

W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. Vetterling, Numerical Recipes in C: The Art of Scientific Computing, 1992.

Y. Prut, E. Vaadia, H. Bergman, H. Slovin, and M. Abeles, Spatiotemporal structure of cortical activity: properties and behavioral relevance, J. Neurophysiol, vol.79, pp.2857-2874, 1998.

P. Rakic, J. Bourgeois, M. F. Eckenhoff, N. Zecevic, and P. S. Goldman-rakic, Concurrent overproduction of synapses in diverse regions of the primate cerebral cortex, Science, vol.232, issue.4747, pp.232-235, 1986.
DOI : 10.1126/science.3952506

P. Rakic, J. Bourgeois, and P. S. Goldman-rakic, Synaptic development of the cerebral cortex: implications for learning, memory, and mental illness, Prog. Brain Res, vol.102, pp.227-243, 1994.
DOI : 10.1016/S0079-6123(08)60543-9

D. Rice and S. J. Barone, Critical Periods of Vulnerability for the Developing Nervous System: Evidence from Humans and Animal Models, Environmental Health Perspectives, vol.108, issue.s3, pp.511-533, 2000.
DOI : 10.1289/ehp.00108s3511

P. D. Roberts and C. C. Bell, Spike timing dependent synaptic plasticity in biological systems, Biological Cybernetics, vol.87, issue.5-6, pp.392-403, 2002.
DOI : 10.1007/s00422-002-0361-y

E. Sanchez, A. Perez-uribe, A. Upegui, Y. Thoma, J. M. Moreno et al., PERPLEXUS: Pervasive Computing Framework for Modeling Complex Virtually-Unbounded Systems, Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007), pp.587-591, 2007.
DOI : 10.1109/AHS.2007.84

URL : https://hal.archives-ouvertes.fr/lirmm-00200157

W. R. Schelman, R. D. Andres, K. J. Sipe, E. Kang, and J. A. Weyhenmeyer, Glutamate mediates cell death and increases the Bax to Bcl-2 ratio in a differentiated neuronal cell line, Molecular Brain Research, vol.128, issue.2, pp.160-169, 2004.
DOI : 10.1016/j.molbrainres.2004.06.011

C. J. Shatz, Impulse activity and the patterning of connections during cns development, Neuron, vol.5, issue.6, pp.745-756, 1990.
DOI : 10.1016/0896-6273(90)90333-B

T. Shmiel, R. Drori, O. Shmiel, and Y. Ben-shaul, Temporally Precise Cortical Firing Patterns Are Associated With Distinct Action Segments, Journal of Neurophysiology, vol.96, issue.5, pp.2645-2652, 2006.
DOI : 10.1152/jn.00798.2005

S. Song, P. J. Sjöström, M. Reigl, S. Nelson, and D. B. Chklovskii, Highly nonrandom features of synaptic connectivity in local cortical circuits, Public Library Sci. Biol, vol.3, issue.3, pp.507-519, 2005.

O. Sporns, D. R. Chialvo, M. Kaiser, and C. C. Hilgetag, Organization, development and function of complex brain networks, Trends in Cognitive Sciences, vol.8, issue.9, pp.418-425, 2004.
DOI : 10.1016/j.tics.2004.07.008

I. V. Tetko and A. E. Villa, A pattern grouping algorithm for analysis of spatiotemporal patterns in neuronal spike trains. 1. Detection of repeated patterns, Journal of Neuroscience Methods, vol.105, issue.1, pp.1-14, 2001.
DOI : 10.1016/S0165-0270(00)00336-8

I. V. Tetko and A. E. Villa, A pattern grouping algorithm for analysis of spatiotemporal patterns in neuronal spike trains. 2. Application to simultaneous single unit recordings, Journal of Neuroscience Methods, vol.105, issue.1, pp.15-24, 2001.
DOI : 10.1016/S0165-0270(00)00337-X

T. S. Turova and A. E. Villa, On a phase diagram for random neural networks with embedded spike timing dependent plasticity, Biosystems, vol.89, issue.1-3, pp.280-286, 2007.
DOI : 10.1016/j.biosystems.2006.05.019

URL : https://hal.archives-ouvertes.fr/inserm-00383808

H. Urakubo, M. Honda, R. C. Froemke, and S. Kuroda, Requirement of an Allosteric Kinetics of NMDA Receptors for Spike Timing-Dependent Plasticity, Journal of Neuroscience, vol.28, issue.13, pp.3310-3323, 2008.
DOI : 10.1523/JNEUROSCI.0303-08.2008

A. E. Villa, Spatio-temporal patterns of spike occurrences in freely-moving rats associated to perception of human vowels Auditory Cortex: Towards a Synthesis of Human and Animal Research, pp.241-254, 2005.

A. E. Villa and M. Abeles, Evidence for spatiotemporal firing patterns within the auditory thalamus of the cat, Brain Research, vol.509, issue.2, pp.325-327, 1990.
DOI : 10.1016/0006-8993(90)90558-S

A. E. Villa, I. Tetko, B. Hyland, and A. Najem, Spatiotemporal activity patterns of rat cortical neurons predict responses in a conditioned task, Proc. Natl. Acad. Sci. USA 96, pp.1106-1111, 1999.
DOI : 10.1073/pnas.96.3.1106

T. Yamamori and K. S. Rockland, Neocortical areas, layers, connections, and gene expression, Neuroscience Research, vol.55, issue.1, pp.11-27, 2006.
DOI : 10.1016/j.neures.2006.02.006

J. Yuan, M. Lipinski, and A. Degterev, Diversity in the Mechanisms of Neuronal Cell Death, Neuron, vol.40, issue.2, pp.401-413, 2003.
DOI : 10.1016/S0896-6273(03)00601-9

E. Zieminska, A. Stafiej, and J. W. Lazarewicz, Role of group I metabotropic glutamate receptors and NMDA receptors in homocysteine-evoked acute neurodegeneration of cultured cerebellar granule neurones, Neurochemistry International, vol.43, issue.4-5, pp.481-492, 2003.
DOI : 10.1016/S0197-0186(03)00038-X