Synaptic plasticity: taming the beast, Nature Neuroscience, vol.3, issue.Supp, pp.1178-1183, 2000. ,
DOI : 10.1038/81453
Neurones artificiels sur Silicium : une évolution vers les réseaux, Thèse de l'Université de Bordeaux 1, N° d'ordre 2674, 2003. ,
Learning in Silicon: Timing is Everything, Proc. of NIPS, pp.75-82, 2006. ,
BIOPHYSICAL AND PHENOMENOLOGICAL MODELS OF MULTIPLE SPIKE INTERACTIONS IN SPIKE-TIMING DEPENDENT PLASTICITY, International Journal of Neural Systems, vol.16, issue.02, pp.79-98, 2006. ,
DOI : 10.1142/S0129065706000524
URL : https://hal.archives-ouvertes.fr/hal-00120626
Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type Boahen, Point-to-point connectivity between neuromorphic chips using address events, BOA 96] K. A. Boahen, A Retinomorphic Vision System, pp.24-10464, 1996. ,
Automated tuning of analog neuromimetic integrated circuits, 2009 IEEE Biomedical Circuits and Systems Conference, pp.13-16, 2009. ,
DOI : 10.1109/BIOCAS.2009.5372097
URL : https://hal.archives-ouvertes.fr/hal-00438269
Half-Center Oscillators Underlying Rhythmic Movements dans The Handbook of Brain Theory and Neural Networks, pp.444-447, 1118. ,
Hausser, Integration of quanta in cerebellar granule cell during sensory processing, Matched Silicon Cochlea Pair With Address Event Representation Interface, pp.6985-856, 2004. ,
Temporally dependent plasticity: An information theoretic account, Proc. of NIPS, pp.110-116, 2000. ,
A multi-chip pulse-based neuromorphic infrastructure and its application to a model of orientation selectivity, IEEE Trans. on Circuits and Systems I, vol.5, pp.54-981, 2007. ,
Memristor-The missing circuit element, IEEE Trans. on Circuit Theory, vol.18, issue.5, pp.507-519, 1971. ,
Memristive devices and systems, Proc. of the IEEE, pp.209-223, 1976. ,
Stochastic resonance without tuning A Pencil Balancing Robot using a Pair of AER Dynamic Vision Sensors Conductance Fluctuations from the Inactivation Process of Sodium Channels in Myelinated Nerve Fibers, CSE 08] D. Csercsik, G. Szederkényi, K. M. Hangos, I. Farkas, Parameter estimation of Hodgkin-Huxley model of GnRH neurons, Proc. of the 9 th Int. Phd. workshop: Young Generation Viewpoint, pp.6537-236, 1980. ,
A biomorphic digital image sensor, IEEE Journal of Solid-State Circuits, vol.38, issue.2, pp.281-294, 2001. ,
DOI : 10.1109/JSSC.2002.807412
Ionic mechanism of electroresponsiveness in cerebellar granule cells implicates the action of a persistent sodium current, J. Neurophysiol, vol.80, issue.2, pp.493-503, 1998. ,
Laminar organization, morphology and physiological properties of pyramidal neurons that have the low-threshold calcium current in the guinea-pig frontal cortex, Journal of Neuroscience, vol.16, pp.5301-5311, 1996. ,
An Efficient Method for Computing Synaptic Conductances Based on a Kinetic Model of Receptor Binding, Neural Computation, vol.30, issue.1, pp.14-18, 1994. ,
DOI : 10.1162/neco.1993.5.2.200
Ionic mechanisms underlying synchronized oscillations and propagating waves in a model of ferret thalamic slices, J. Neurophysiol, pp.76-2049, 1996. ,
Kinetic Models of Synaptic Transmission, Chap. 1 dans Methods in Neuronal modeling de C. Koch et I. Segev, 2 ème édition, 1998. ,
Adaptive CMOS: From Biological Inspiration to System, Proc. of the IEEE, pp.345-357, 2002. ,
An analysis of the behaviour of a class of genetic adaptive systems, 1975. ,
Parameter estimation of various Hodgkin-Huxley-type neuronal models using a gradient-descent learning method, Proceedings of the 41st SICE Annual Conference. SICE 2002., pp.1685-1688, 2002. ,
DOI : 10.1109/SICE.2002.1196569
Urban, Reliability, synchrony and noise, Trends Neurosciences, pp.428-434, 2008. ,
Timing-Based LTP and LTD at Vertical Inputs to Layer II/III Pyramidal Cells in Rat Barrel Cortex, th IEEE Int. Symp. on Parallel and Distributed Processing Stochastic versions of the Hodgkin?Huxley equations, pp.45-56, 1997. ,
DOI : 10.1016/S0896-6273(00)00008-8
Computationally Efficient Physics-Based Compact CNTFET Model for Circuit Design, IEEE Transactions on Electron Devices, vol.55, issue.6, pp.1317-1326, 2002. ,
DOI : 10.1109/TED.2008.922494
URL : https://hal.archives-ouvertes.fr/hal-00287142
Spiking Neuron Models, 2002. ,
Electrical noise and RTS fluctuations in advanced CMOS devices, Microelectronics Reliability, pp.4-5, 2002. ,
Current-mode circuits from translinear viewpoint: a tutorial, Chap. 2 dans Analogue IC design : the current-mode approach de C, 1990. ,
A numerical approach to ion channel modelling using whole?cell voltage?clamp recordings and genetic algorithm Learning input correlations through nonlinear temporally asymmetric hebbian plasticity, GUT 03] Pathological synchronization in Parkinson's Disease: Networks, models, and treatments, pp.169-3697, 2003. ,
A quantitative description of membrane current and its application to conduction and excitation in nerve NeuReal: An interactive simulation system for implementing artificial dendrites and large hybrid networks, Nature J. of Physiology J. of Neuroscience Methods, vol.442, issue.169, pp.7099-164, 1952. ,
A VLSI Array of Low-Power Spiking Neurons and Bistable Synapses With Spike-Timing Dependent Plasticity, IEEE Transactions on Neural Networks, vol.17, issue.1, pp.211-221, 2006. ,
DOI : 10.1109/TNN.2005.860850
Principles of neural science, Troisième édition, p.1135, 1991. ,
Spike timing dependent plasticity: common themes and divergent vistas, Biological Cybernetics, vol.87, pp.446-458, 2002. ,
Mixed variable non-linear optimization by Differential Evolution, Proc. of the 2 nd Int. Prediction Conf, pp.45-55, 1999. ,
Silicon Models for Auditory Scene Analysis, Proc. of NIPS, pp.699-705, 1995. ,
Introduction to equation solving and parameter fitting, Chap. 1 dans Computational Neuroscience: Realistic Modeling for Experimentalists, Boca Raton, vol.348, 2001. ,
Feedback inhibition controls spike transfer in hybrid thalamic circuits, Nature, pp.417-854, 2002. ,
Stabilité fonctionnelle des réseaux de neurones : Étude expérimentale et théorique dans le cas d'un réseau simple, Thèse de l'Université de Bordeaux 1, 1998. ,
Temporal contiguity requirements for long-term associative potentiation/depression in the hippocampus, Neuroscience, vol.8, issue.4, pp.791-797, 1983. ,
DOI : 10.1016/0306-4522(83)90010-6
A 128x128 dB 15 ?s Latency Asynchronous Temporal Contrast Vision Sensor, IEEE J. of Solid- State Circuits, vol.42, issue.2, pp.566-576, 2008. ,
Bayesian inference with probabilistic population codes, Nature Neuroscience, vol.9, issue.11, pp.1432-1438, 2006. ,
DOI : 10.1038/nn1691
On parameter estimation for neuron models, Proceedings IEEE International Symposium on Bio-Informatics and Biomedical Engineering, p.253, 2000. ,
DOI : 10.1109/BIBE.2000.889615
A Synaptically Controlled, Associative Signal for Hebbian Plasticity in Hippocampal Neurons, Science, vol.275, issue.5297, pp.209-213, 1997. ,
DOI : 10.1126/science.275.5297.209
Retinal Prosthesis for the Blind, MAR 97] H. Markram, J. Lubke, M. Frotscher, B. Sackmann, Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs, pp.335-356, 1997. ,
DOI : 10.1016/S0039-6257(02)00311-9
Artificial neural networks in hardware: A survey of two decades of progress, Neurocomputing, vol.74, issue.1-3, pp.239-255, 2010. ,
DOI : 10.1016/j.neucom.2010.03.021
Schottky barrier carbon nanotube transistor: Compact modelling, scaling study and circuit design applications, IEEE Trans. on Electron Devices, vol.58, issue.1, pp.195-205, 2011. ,
Opinion: Brain???machine interfaces to restore motor function and probe neural circuits, Nature Reviews Neuroscience, vol.4, issue.5, pp.417-422, 2003. ,
DOI : 10.1038/nrn1105
La Fluctuation D'excitabilit?? de la Fibre Nerveuse, Archives Internationales de Physiologie, vol.49, issue.2, pp.129-152, 1939. ,
DOI : 10.1113/jphysiol.1934.sp003185
Minimal Hodgkin???Huxley type models for different classes of cortical and thalamic neurons, Biological Cybernetics, vol.17, issue.4-5, pp.99-427, 2008. ,
DOI : 10.1007/s00422-008-0263-8
URL : https://hal.archives-ouvertes.fr/hal-00377075
Stepwise repolarization from Ca2+ plateaux in neocortical pyramidal cells: evidence for nonhomogeneous distribution of HVA Ca2+ channels in dendrites, J. of Neurosci, vol.13, pp.4609-4621, 1993. ,
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
An Extended Analytic Expression for the Membrane Potential Distribution of Conductance-Based Synaptic Noise, Neural Computation, vol.17, issue.11, pp.2301-2315, 2005. ,
DOI : 10.1023/A:1011268215708
URL : https://hal.archives-ouvertes.fr/hal-00018677
Yli-Harja, Modeling single neuron behavior using stochastic differential equations, Neurocomputing, vol.69, pp.10-12, 2006. ,
Neuroscience: Converting thoughts into action Analysis and Synthesis of Translinear Integrated Circuits, Nature, vol.442, pp.7099-141, 1988. ,
A neuromorphic cortical-layer microchip for spike-based event processing vision systems, IEEE Trans. on Circuits and Systems I, vol.53, pp.12-2548, 2006. ,
A Multiconductance Silicon Neuron With Biologically Matched Dynamics, IEEE Transactions on Biomedical Engineering, vol.51, issue.2, pp.342-354, 2004. ,
DOI : 10.1109/TBME.2003.820390
Two-Dimensional Variation of Bursting Properties in a Silicon-Neuron Half-Center Oscillator Visual feature integration and the temporal correlation hypothesis Competitive hebbian learning through spike-timing-dependent synaptic plasticity, IEEE Trans. on Neural Systems and Rehabilitation Engineering Annual Review of Neuroscience Nature Neuroscience, vol.14, issue.3, pp.281-289, 1995. ,
Cortical Development and Remapping through Spike Timing-Dependent Plasticity, Neuron, vol.32, issue.2, pp.339-350, 2001. ,
DOI : 10.1016/S0896-6273(01)00451-2
Neuronal variability: noise or part of the signal?, Nature Reviews Neuroscience, vol.17, issue.5, pp.389-397, 2005. ,
DOI : 10.1016/S0167-9457(02)00156-2
Differential evolution -a simple and efficient heuristic for global optimization over continuous spaces, Jour. of Global Optimization Entrainment of silicon central pattern generators for legged locomotory control, Proc. of NIPS, pp.341-359, 1997. ,
The Impact of device scaling on the current fluctuations in MOSFETs, IEEE Trans. on Electron Devices, vol.41, issue.11, pp.2061-2068, 1994. ,
Neural synchrony in brain disorders: relevance for cognitive dysfunctions and pathophysiology, pp.155-168, 2006. ,
Gap junctions, synchrony, and seizures, Trends in Neuroscience, pp.68-74, 2000. ,
Automated neuron model optimization techniques: a review, Biological Cybernetics, vol.1, issue.4598, pp.241-251, 2008. ,
DOI : 10.1007/s00422-008-0257-6
Silicon spike-based synaptic array and address-event transceiver, Proc. of IEEE Int ,
Stable hebbian learning from spike timing-dependent plasticity, J. of Neuroscience, vol.20, pp.8812-8821, 2000. ,
Correlation based learning from spike timing dependent plasticity, Neurocomputing, vol.38, issue.40, pp.38-40, 2001. ,
DOI : 10.1016/S0925-2312(01)00360-5
A Neuromorphic Sound Localizer for a Smart MEMS System, Analog Integrated Circuits and Signal Processing, vol.39, issue.3, pp.267-273, 2004. ,
DOI : 10.1023/B:ALOG.0000029662.37528.c7
Channel noise in neurons, Trends in Neurosciences, vol.23, issue.3, pp.131-137, 2000. ,
DOI : 10.1016/S0166-2236(99)01521-0
Stochastic resonance and the benefits of noise: from ice ages to crayfish and SQUIDs, Nature, vol.373, issue.6509, pp.33-36, 1995. ,
DOI : 10.1038/373033a0
An improved parameter estimation method for Hodgkin-Huxley models, Macready, No free lunch theorems for optimization, pp.145-168, 1997. ,
Impact of Scaling on MOS Analog Performance, IEEE Journal of Solid-State Circuits, vol.18, issue.1, pp.106-114, 1983. ,
DOI : 10.1109/JSSC.1983.1051906
Multiple Channels and Calcium Dynamics, Chap. 4 in Methods in Neuronal Modeling: From Ions to Networks de C. Koch, I. Segev, 1989. ,
Real-time simulations of networks of Hodgkin???Huxley neurons using analog circuits, Neurocomputing, vol.69, issue.10-12, pp.1137-1140, 2006. ,
DOI : 10.1016/j.neucom.2005.12.061
URL : https://hal.archives-ouvertes.fr/hal-00182181