, Switching phenomena in titanium oxide thin films. Solid-State Electron, pp.535-541, 1968.
DOI : 10.1016/0038-1101(68)90092-0
, A 100??100 pixel silicon retina for gradient extraction with steering filter capabilities and temporal output coding, IEEE Journal of Solid-State Circuits, vol.37, issue.2, pp.160-172, 2002.
DOI : 10.1109/4.982422
, Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type, J. Neurosci, vol.18, pp.10464-10472, 1998.
, Synaptic Modification by Correlated Activity: Hebb's Postulate Revisited, Annual Review of Neuroscience, vol.24, issue.1, pp.139-166, 2001.
DOI : 10.1146/annurev.neuro.24.1.139
, Visual Pattern Extraction Using Energy-Efficient “2-PCM Synapse” Neuromorphic Architecture, IEEE Transactions on Electron Devices, vol.59, issue.8, pp.2206-2214, 2012.
DOI : 10.1109/TED.2012.2197951
, Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity, Neural Networks, vol.32, pp.339-348, 2012.
DOI : 10.1016/j.neunet.2012.02.022
URL : https://hal.archives-ouvertes.fr/hal-00706681
, A hybrid nanomemristor/transistor logic circuit capable of self-programming, Proceedings of the National Academy of Sciences, vol.106, issue.6, pp.1699-1703, 2009.
DOI : 10.1117/12.774144
, Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics, Neural Computation, vol.82, issue.11, pp.2881-2912, 2007.
DOI : 10.1126/science.1082212
, A 32<formula formulatype="inline"><tex Notation="TeX">$\,\times\,$</tex> </formula>32 Pixel Convolution Processor Chip for Address Event Vision Sensors With 155 ns Event Latency and 20 Meps Throughput, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.58, issue.4, pp.777-790, 2011.
DOI : 10.1109/TCSI.2010.2078851
, An Event-Driven Multi-Kernel Convolution Processor Module for Event-Driven Vision Sensors, IEEE Journal of Solid-State Circuits, vol.47, issue.2, pp.504-517, 2012.
DOI : 10.1109/JSSC.2011.2167409
, Hebbian STDP in mushroom bodies facilitates the synchronous flow of olfactory information in locusts, Nature, vol.24, issue.7154, pp.709-713, 2007.
DOI : 10.1038/nature05973
, An Address-Event Vision Sensor for Multiple Transient Object Detection, IEEE Transactions on Biomedical Circuits and Systems, vol.1, issue.4, pp.278-288, 2007.
DOI : 10.1109/TBCAS.2007.916031
, AER EAR: A Matched Silicon Cochlea Pair With Address Event Representation Interface, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.54, issue.1, pp.48-59, 2007.
DOI : 10.1109/TCSI.2006.887979
, A ferroelectric memristor, Nature Materials, vol.83, issue.10, pp.860-864, 2012.
DOI : 10.1063/1.1621731
URL : http://arxiv.org/pdf/1206.3397
, Pulse-Modulation Imaging—Review and Performance Analysis, IEEE Transactions on Biomedical Circuits and Systems, vol.5, issue.1, pp.64-82, 2011.
DOI : 10.1109/TBCAS.2010.2075929
, A Multichip Pulse-Based Neuromorphic Infrastructure and Its Application to a Model of Orientation Selectivity, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.54, issue.5, pp.981-993, 2007.
DOI : 10.1109/TCSI.2007.893509
, Neuromorphic implementation of orientation hypercolumns, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.52, issue.6, pp.1049-1060, 2005.
DOI : 10.1109/TCSI.2005.849136
, Resistance switching memories are memristors, Applied Physics A, vol.97, issue.4, pp.765-783, 2011.
DOI : 10.1109/JPROC.2009.2021077
, Memristor-The missing circuit element, IEEE Transactions on Circuit Theory, vol.18, issue.5, pp.507-519, 1971.
DOI : 10.1109/TCT.1971.1083337
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.404.9037
, Linear and Nonlinear Circuits, 1987.
, A biomorphic digital image sensor, IEEE Journal of Solid-State Circuits, vol.38, issue.2, 2003.
DOI : 10.1109/JSSC.2002.807412
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.192.9861
, A forecast-based STDP rule suitable for neuromorphic implementation, Neural Networks, vol.32, pp.3-14, 2012.
DOI : 10.1016/j.neunet.2012.02.018
, Timing-Based LTP and LTD at Vertical Inputs to Layer II/III Pyramidal Cells in Rat Barrel Cortex, Neuron, vol.27, issue.1, pp.45-56, 2000.
DOI : 10.1016/S0896-6273(00)00008-8
, Realizing biological spiking network models in a configurable wafer-scale hardware system, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence), pp.969-976, 2008.
DOI : 10.1109/IJCNN.2008.4633916
, Synaptic Learning Rules and Sparse Coding in a Model Sensory System, PLoS Computational Biology, vol.12, issue.4, 2008.
DOI : 10.1371/journal.pcbi.1000062.s001
, An Address-Event Fall Detector for Assisted Living Applications, IEEE Transactions on Biomedical Circuits and Systems, vol.2, issue.2, pp.88-96, 2008.
DOI : 10.1109/TBCAS.2008.924448
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.192.394
, Origin of hysteresis in resistive switching in magnetite is Joule heating, Physical Review B, vol.79, issue.24, 2009.
DOI : 10.1103/PhysRevB.78.155104
, A neuronal learning rule for sub-millisecond temporal coding, Nature, vol.383, issue.6595, pp.76-78, 1996.
DOI : 10.1038/383076a0
URL : https://infoscience.epfl.ch/record/97773/files/Gerstner96.pdf
, Why spikes? Hebbian learning and retrieval of time-resolved excitation patterns, Biological Cybernetics, vol.76, issue.5-6, pp.503-515, 1993.
DOI : 10.1007/978-3-642-69421-9_14
, HfOx crossbar resistive RAM with excellent performance, reliability and low-energy operation, Electron Devices Meeting (IEDM), pp.31-37, 2011.
, Learning input correlations through non- linear temporally asymmetric hebbian plasticity, J. Neurosci, vol.23, pp.3697-3714, 2003.
, Receptive fields of single neurones in the cat's striate cortex, The Journal of Physiology, vol.148, issue.3, pp.574-591, 1959.
DOI : 10.1113/jphysiol.1959.sp006308
, Modeling for bipolar resistive memory switching in transition-metal oxides, Physical Review B, vol.82, issue.15, 2010.
DOI : 10.1063/1.1615700
, Modeling Selective Attention Using a Neuromorphic Analog VLSI Device, Neural Computation, vol.8, issue.4, pp.2857-2880, 2000.
DOI : 10.1126/science.274.5293.1724
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.5.9834
, 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
, Frontiers in Neuromorphic Engineering, Frontiers in Neuroscience, vol.5, 2011.
DOI : 10.3389/fnins.2011.00118
URL : http://doi.org/10.3389/fnins.2011.00118
, Spike Timing-Dependent Synaptic Depression in the In Vivo Barrel Cortex of the Rat, Journal of Neuroscience, vol.27, issue.6, pp.1271-1284, 2007.
DOI : 10.1523/JNEUROSCI.4264-06.2007
URL : https://hal.archives-ouvertes.fr/hal-00151876
, Nanoscale Memristor Device as Synapse in Neuromorphic Systems, Nano Letters, vol.10, issue.4, pp.1297-1301, 2010.
DOI : 10.1021/nl904092h
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.163.1951
, High-Density Crossbar Arrays Based on a Si Memristive System, Nano Letters, vol.9, issue.2, pp.870-874, 2009.
DOI : 10.1021/nl8037689
, Compact integrated motion sensor with three-pixel interaction, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.18, issue.4, pp.455-460, 1996.
DOI : 10.1109/34.491628
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.53.4625
, Nanoelectronic Programmable Synapses Based on Phase Change Materials for Brain-Inspired Computing, Nano Letters, vol.12, issue.5, pp.2179-2186, 2012.
DOI : 10.1021/nl201040y
, Atomic structure of conducting nanofilaments in TiO2 resistive switching memory, Nature Nanotechnology, vol.95, issue.2, pp.148-153, 2010.
DOI : 10.1038/nnano.2009.456
, A fast, high-endurance and scalable non-volatile memory device made from asymmetric Ta2O5???x/TaO2???x bilayer structures, Nature Materials, vol.31, issue.8, pp.625-630, 2011.
DOI : 10.1109/LED.2010.2052233
, A 3.6 <formula formulatype="inline"><tex Notation="TeX">$\mu$</tex> </formula>s Latency Asynchronous Frame-Free Event-Driven Dynamic-Vision-Sensor, IEEE Journal of Solid-State Circuits, vol.46, issue.6, pp.1443-1455, 2011.
DOI : 10.1109/JSSC.2011.2118490
, A 128<formula formulatype="inline"><tex>$\times$</tex> </formula>128 120 dB 15 <formula><tex>$\mu$</tex></formula>s Latency Asynchronous Temporal Contrast Vision Sensor, IEEE Journal of Solid-State Circuits, vol.43, issue.2, pp.566-576, 2008.
DOI : 10.1109/JSSC.2007.914337
, Temporal change threshold detection imager, ISSCC. 2005 IEEE International Digest of Technical Papers. Solid-State Circuits Conference, 2005., pp.362-603, 2005.
DOI : 10.1109/ISSCC.2005.1494019
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.423.6527
, Regulation of Synaptic Efficacy by Coincidence of Postsynaptic APs and EPSPs, Science, vol.275, issue.5297, pp.213-215, 1997.
DOI : 10.1126/science.275.5297.213
, Relative spike time coding and STDP-based orientation selectivity in the early visual system in natural continuous and saccadic vision: a computational model, Journal of Computational Neuroscience, vol.509, issue.Pt 3, pp.425-441, 2012.
DOI : 10.1111/j.1469-7793.1998.797bm.x
, Spike Timing Dependent Plasticity Finds the Start of Repeating Patterns in Continuous Spike Trains, PLoS ONE, vol.26, issue.1, 2008.
DOI : 10.1371/journal.pone.0001377.g007
URL : https://hal.archives-ouvertes.fr/hal-00229791
, Competitive STDP-Based Spike Pattern Learning, Neural Computation, vol.65, issue.1, pp.1259-1276, 2009.
DOI : 10.1038/25665
URL : https://hal.archives-ouvertes.fr/hal-00383703
, A 100 ?W 64 × 128- pixel contrast-based asynchronous binary vision sensor for wireless sensor networks, Solid-State Circuits Conference, pp.588-638, 2008.
DOI : 10.1109/isscc.2008.4523320
, A Model of Stimulus-Specific Adaptation in Neuromorphic Analog VLSI, IEEE Transactions on Biomedical Circuits and Systems, vol.5, issue.5, pp.413-419, 2011.
DOI : 10.1109/TBCAS.2011.2163155
, Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI, IEEE Transactions on Biomedical Circuits and Systems, vol.3, issue.1, pp.32-42, 2009.
DOI : 10.1109/TBCAS.2008.2005781
, Spike Timing-Dependent LTP/LTD Mediates Visual Experience-Dependent Plasticity in a Developing Retinotectal System, Neuron, vol.50, issue.1, pp.115-125, 2006.
DOI : 10.1016/j.neuron.2006.03.009
URL : http://doi.org/10.1016/j.neuron.2006.03.009
, Evidence for an oxygen diffusion model for the electric pulse induced resistance change effect in transition- MetalOxides, Phys. Rev. Lett, vol.98, pp.146-403, 2007.
, Short-term plasticity and long-term potentiation mimicked in single inorganic synapses, Nature Materials, vol.96, issue.8, pp.591-595, 2011.
DOI : 10.1016/S0167-2738(96)00611-X
, Quantification of a Spike-Based Winner-Take-All VLSI Network, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.55, issue.10, pp.3160-3169, 2008.
DOI : 10.1109/TCSI.2008.923430
, Reconfigurable biologically inspired visual motion systems using modular neuromorphic VLSI chips, IEEE Transactions on Circuits and Systems I: Regular Papers, vol.52, issue.1, pp.79-92, 2005.
DOI : 10.1109/TCSI.2004.838307
, Memory effects in complex materials and nanoscale systems, Advances in Physics, vol.63, issue.2, pp.145-227, 2011.
DOI : 10.1142/S0218127410026514
URL : http://arxiv.org/abs/1011.3053
, A QVGA 143 dB Dynamic Range Frame-Free PWM Image Sensor With Lossless Pixel-Level Video Compression and Time-Domain CDS, IEEE Journal of Solid-State Circuits, vol.46, issue.1, pp.259-275, 2011.
DOI : 10.1109/JSSC.2010.2085952
, A Versatile Memristor Model With Nonlinear Dopant Kinetics, IEEE Transactions on Electron Devices, vol.58, issue.9, pp.3099-3105, 2011.
DOI : 10.1109/TED.2011.2158004
, Concurrent resistive and capacitive switching of nanoscale TiO 2 memristors, Nature Conference on Frontiers in Electronic Materials: Correlation Effects and Memristive Phenomena, 2012.
, Two centuries of memristors, Nature Materials, vol.120, issue.6, pp.478-481, 2012.
DOI : 10.1038/120363a0
, Simulation of a memristor-based spiking neural network immune to device variations, The 2011 International Joint Conference on Neural Networks, pp.1775-1781, 2011.
DOI : 10.1109/IJCNN.2011.6033439
, Implementing spike-timing-dependent plasticity on SpiNNaker neuromorphic hardware, The 2010 International Joint Conferences on Neural Networks (IJCNN), 2010.
, Neural Networks: A Systematic Introduction, 1996.
DOI : 10.1007/978-3-642-61068-4
, Equilibrium Properties of Temporally Asymmetric Hebbian Plasticity, Physical Review Letters, vol.20, issue.2, pp.364-367, 2001.
DOI : 10.1162/089976600300015844
URL : http://arxiv.org/abs/cond-mat/0007392
, A 128 × 128 pixel 120-dB dynamic-range vision sensor chip for image contrast and orientation extraction, IEEE J. Solid State Circ, pp.2325-2333, 2003.
DOI : 10.1109/jssc.2003.819169
, An analog bionic ear processor with zerocrossing detection, Solid-State Circuits Conference Digest of Technical Papers. ISSCC. 2005 IEEE International, pp.78-79, 2005.
DOI : 10.1109/isscc.2005.1493877
, Analog VLSI architectures for motion processing: from fundamental limits to system applications, Proc. IEEE, pp.969-987, 1996.
DOI : 10.1109/5.503298
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.48.7750
, Bipolar and Unipolar Resistive Switching in Cu-Doped <formula formulatype="inline"><tex>$ \hbox{SiO}_{2}$</tex></formula>, IEEE Transactions on Electron Devices, vol.54, issue.10, pp.2762-2768, 2007.
DOI : 10.1109/TED.2007.904402
, A 128 × 128 1.5% contrast sensitivity 0.9% FPN 3us latency 4 mW asynchronous frame-free dynamic vision sensor using transimpedance amplifiers, IEEE J. Solid-State Circuits, 2013.
, Modelling of current percolation channelsinemergingresistiveswitching elements, 2012.
, Spike-timingdependent learning in memristive nanodevices, IEEE International Symposium on Nano Architectures, pp.85-92, 2008.
, The missing memristor found, Nature, vol.4, issue.7191, pp.80-83, 2008.
DOI : 10.1038/nature06932
, Event-Based Imaging with Active Illumination in Sensor Networks, 2005 IEEE International Symposium on Circuits and Systems, pp.644-647, 2005.
DOI : 10.1109/ISCAS.2005.1464670
URL : http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.156.1281&rep=rep1&type=pdf
, Quantized conductance atomic switch, Nature, vol.269, issue.7021, pp.47-50, 2005.
DOI : 10.1126/science.280.5370.1716
, Stable hebbian learning from spike timingdependent plasticity, J. Neurosci, vol.20, pp.8812-8821, 2000.
, An integrated cortical layer for orientation enhancement, IEEE Journal of Solid-State Circuits, vol.32, issue.2, pp.177-186, 1997.
DOI : 10.1109/4.551909
, Dynamically Reconfigurable Silicon Array of Spiking Neurons With Conductance-Based Synapses, IEEE Transactions on Neural Networks, vol.18, issue.1, pp.253-265, 2007.
DOI : 10.1109/TNN.2006.883007
, A 360-channel speech preprocessor that emulates the cochlear amplifier, IEEE ISSCC Digest of Technical Papers, pp.556-557, 2006.
, A Silicon Cochlea With Active Coupling, IEEE Transactions on Biomedical Circuits and Systems, vol.3, issue.6, pp.444-455, 2009.
DOI : 10.1109/TBCAS.2009.2027127
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.193.2127
, Cortical reorganization consistent with spike timing???but not correlation-dependent plasticity, Nature Neuroscience, vol.275, issue.7, pp.887-895, 2007.
DOI : 10.1113/jphysiol.1974.sp010469
, Optic Nerve Signals in a Neuromorphic Chip I: Outer and Inner Retina Models, IEEE Transactions on Biomedical Engineering, vol.51, issue.4, pp.657-675, 2004.
DOI : 10.1109/TBME.2003.821039