« What can neuromorphic event-driven precise timing add to spike-based pattern recognition?, Neural computation, 2015. ,
« Online clustering algorithms, International Journal of Neural Systems, pp.185-194, 2008. ,
, Eye-movements as a biometric. » In: Scandinavian conference on image analysis, pp.780-789, 2005.
« Synthetic 3D diamond-based electrodes for flexible retinal neuroprostheses: Model, production and in vivo biocompatibility, Biomaterials, vol.67, pp.73-83, 2015. ,
, Event-based visual flow. » In: Neural Networks and Learning Systems, pp.407-417, 2014.
« Anticipation of moving stimuli by the retina. » In: Nature 398, vol.6725, pp.334-338, 1999. ,
« On a measure of divergence between two multinomial populations. » In: Sankhy?: the indian journal of statistics, pp.401-406, 1946. ,
« Progress in the clinical development and utilization of vision prostheses: an update, » In: Eye and brain, vol.8, p.15, 2016. ,
« Temporal precision in the neural code and the timescales of natural vision. » In: Nature 449, vol.7158, pp.92-95, 2007. ,
« Topographic plasticity in primary visual cortex is mediated by local corticocortical connections, Journal of Neuroscience, vol.23, pp.6434-6442, 2003. ,
, Visual BOLD response in late blind subjects with Argus II retinal prosthesis. » In: PLoS biology 14, vol.10, p.1002569, 2016.
« Simulation of a phosphene-based visual field: visual acuity in a pixelized vision system, Annals of biomedical engineering, vol.20, pp.439-449, 1992. ,
« Reading speed with a pixelized vision system, » In: JOSA A 9, pp.673-677, 1992. ,
« An eye for an eye: a performance evaluation comparison of the lc technologies and tobii eye trackers, Proceedings of the 2004 symposium on Eye tracking research & applications. ACM, pp.61-61, 2004. ,
« Neuromorphic electronic circuits for building autonomous cognitive systems, Proceedings of the IEEE 102, pp.1367-1388, 2014. ,
« Temporal resolution of ensemble visual motion signals in primate retina, » In: Journal of Neuroscience, vol.23, pp.6681-6689, 2003. ,
« A neuromorphic event-based neural recording system for smart brain-machine-interfaces, » In: IEEE transactions on biomedical circuits and systems 9, vol.5, pp.699-709, 2015. ,
« Nearest neighbor pattern classification, » In: IEEE transactions on information theory 13.1, pp.21-27, 1967. ,
« Pupil Dynamics for Iris Liveness Detection, IEEE Trans. Information Forensics and Security, vol.10, pp.726-735, 2015. ,
« The Argus II epiretinal prosthesis system allows letter and word reading and long-term function in patients with profound vision loss, British Journal of Ophthalmology, p.2012, 2013. ,
« Loihi: A Neuromorphic Manycore Processor with On-Chip Learning, IEEE Micro, vol.38, pp.272-1732, 2018. ,
« Spoofing 2D face recognition systems with 3D masks, Biometrics Special Interest Group (BIOSIG), pp.1-8, 2013. ,
« Spoofing face recognition with 3D masks, » In: IEEE transactions on information forensics and security 9, vol.7, pp.1084-1097, 2014. ,
« Guest editorial: Special issue on biometric spoofing and countermeasures, » In: IEEE Transactions on Information forensics and security 10, vol.4, pp.699-702, 2015. ,
« On the vulnerability of biometric security systems. » In: IEEE Aerospace and Electronic Systems Magazine 19, vol.6, pp.3-8, 2004. ,
« Simulation of artificial vision: IV. Visual information required to achieve simple pointing and manipulation tasks, Vision research 48, vol.16, pp.1705-1718, 2008. ,
« Fidelity of the ensemble code for visual motion in primate retina, » In: Journal of neurophysiology, vol.94, pp.119-135, 2005. ,
, The spinnaker project. » In: Proceedings of the IEEE 102, vol.5, pp.652-665, 2014.
« Facespoofing 2D-detection based on moiré-pattern analysis, IEEE transactions on information forensics and security 10, vol.4, pp.778-786, 2015. ,
« Spike sorting using time-varying DIRICHLET process mixture models. » PhD thesis, 2008. ,
« Neuronal population coding of movement direction, Science, pp.1416-1419, 1986. ,
« Dynamics and specificity of cortical map reorganization after retinal lesions, Proceedings of the National Academy of Sciences 103.28, pp.10805-10810, 2006. ,
« Receptive field dynamics in adult primary visual cortex. » In: Nature 356, vol.6365, p.150, 1992. ,
, Event-based computation of motion flow on a neuromorphic analog neural platform. » In: Frontiers in neuroscience 10, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01286638
« An investigation of local descriptors for biometric spoofing detection, IEEE transactions on information forensics and security 10, vol.4, pp.849-863, 2015. ,
« Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements, Journal of neurophysiology, vol.84, pp.401-414, 2000. ,
« Recovery of visual responses in foveal V1 neurons following bilateral foveal lesions in adult monkey, » In: Experimental Brain Research, vol.83, pp.670-674, 1991. ,
Simultaneous intracellular and extracellular recordings from hippocampus region CA1 of anesthetized rats, 2009. ,
« Intracellular features predicted by extracellular recordings in the hippocampus in vivo, Journal of neurophysiology, vol.84, pp.390-400, 2000. ,
« Neuromorphic architectures for spiking deep neural networks, IEEE Electron Devices Meeting (IEDM), pp.1-4, 2015. ,
, , 2008.
, « Is voice transformation a threat to speaker identification?, In: Acoustics, Speech and Signal Processing, pp.4845-4848, 2008.
« First spikes in ensembles of human tactile afferents code complex spatial fingertip events, Nat Neurosci, vol.7, pp.170-177, 2004. ,
« Improved focalization of electrical microstimulation using microelectrode arrays: a modeling study, 2009. ,
, , 2014.
, High-dimensional cluster analysis with the masked EM algorithm, Neural computation
, , 2015.
, Attack of mechanical replicas: Liveness detection with eye movements, IEEE Transactions on Information Forensics and Security, vol.10, pp.716-725
« HOTS: A Hierarchy Of event-based Time-Surfaces for pattern recognition, 2016. ,
« A four-surface schematic eye of macaque monkey obtained by an optical method, Vision research 35, vol.16, pp.2245-2254, 1995. ,
« Anatomical identification of extracellularly recorded cells in large-scale multielectrode recordings, The Journal of Neuroscience, vol.35, pp.4663-4675, 2015. ,
« Variability and information in a neural code of the cat lateral geniculate nucleus, Journal of neurophysiology, vol.86, issue.6, pp.2789-806, 2001. ,
« Photovoltaic restoration of sight with high visual acuity. » In: Nature medicine 21, vol.5, p.476, 2015. ,
« Retinal safety of near infrared radiation in photovoltaic restoration of sight, Biomedical optics express, issue.1, pp.13-21, 2016. ,
« Computing with spiking neurons. » In: Pulsed neural networks 85, 1999. ,
, Visualizing data using t-SNE. » In: Journal of Machine Learning Research 9, pp.2579-2605, 2008.
« Some methods for classification and analysis of multivariate observations, Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, vol.1, pp.281-297, 1967. ,
« Reliability of spike timing in neocortical neurons, » In: Science, vol.268, pp.1503-1506, 1995. ,
Global data on visual imparaiments. World Health Organization, 2010. ,
« High accuracy decoding of dynamical motion from a large retinal population, PLoS computational biology, vol.11, issue.7, p.1004304, 2015. ,
« Photovoltaic retinal prosthesis with high pixel density, Nature photonics 6, vol.6, p.391, 2012. ,
« A million spikingneuron integrated circuit with a scalable communication network and interface, pp.668-673, 2014. ,
, , 1997.
, « Perceptual filling-in at the scotoma following a monocular retinal lesion in the monkey, Visual neuroscience 14.1, pp.89-101
« Synthesizing cognition in neuromorphic electronic systems, Proceedings of the National Academy of Sciences, pp.3468-3476, 2013. ,
« A QVGA 143 dB dynamic range frame-free PWM image sensor with lossless pixel-level video compression and time-domain CDS. » In: Solid-State Circuits, IEEE Journal, vol.46, pp.259-275, 2011. ,
« Biometric recognition: Security and privacy concerns. » In: IEEE security & privacy 2, pp.33-42, 2003. ,
« A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses, » In: Frontiers in neuroscience, vol.9, p.141, 2015. ,
, , 2004.
, Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering, Neural computation 16, vol.8, pp.1661-1687
« Population Coding of Stimulus Location in Rat Somatosensory Cortex, Neuron, vol.32, pp.503-414, 2001. ,
« The tetrode: a new technique for multi-unit extracellular recording, Soc Neurosci Abstr, vol.15, p.1250, 1989. ,
« Autocorrelation, a principle for the evaluation of sensory information by the central nervous system, pp.303-317, 1961. ,
« Temporal Coding of Visual Information in the Thalamus, » In: Journal of Neuroscience, vol.20, pp.5392-400, 2000. ,
, Spikes: Exploring the Neural Code, pp.0-262, 1999.
« Spike sorting for large, dense electrode arrays, Nat Neurosci, pp.634-641, 2015. ,
« Toward a universal synthetic speech spoofing detection using phase information, IEEE Transactions on Information Forensics and Security, vol.10, pp.810-820, 2015. ,
, CAVIAR: A 45K Neuron, 5M Synapse, 12G Connects AER Hardware Sensory-Processing-Learning-Actuating System for High-Speed Visual Object Recognition and Tracking. » In: IEEE Transactions on Neural Networks, pp.1417-1438, 2009.
« A new spike detection algorithm for extracellular neural recordings, IEEE Transactions on Biomedical Engineering, vol.57, pp.853-866, 2010. ,
« Transplantation of photoreceptors to light-damaged retina. » In: Investigative ophthalmology & visual science 30, vol.8, pp.1684-1690, 1989. ,
, Joint Speaker Verification and Antispoofing in the i-Vector Space. » In: IEEE Transactions on Information Forensics and Security 10, vol.4, pp.821-832, 2015.
, « Face recognition on consumer devices: Reflections on replay attacks. » In: IEEE Transactions on Information Forensics and Security 10, vol.4, pp.736-745, 2015.
« Refractive changes in silicone filled eyes, p.230, 1990. ,
« Simulation of artificial vision: I. Eccentric reading of isolated words, and perceptual learning, Vision Research 43, vol.3, pp.269-283, 2003. ,
« Simulation of artificial vision: II. Eccentric reading of full-page text and the learning of this task, » In: Vision research 44, vol.14, pp.1693-1706, 2004. ,
« Interim results of a multicenter trial with the new electronic subretinal implant Alpha AMS in 15 patients blind from inherited retinal degenerations, » In: Frontiers in neuroscience, vol.11, p.445, 2017. ,
, , 2001.
, « Spike-based strategies for rapid processing, » In: NEURAL NET-WORKS, vol.14, pp.715-725
« Spike arrival times: A highly efficient coding scheme for neural networks. » In: Parallel processing in neural systems, 1990. ,
« Detection of face spoofing using visual dynamics, » In: IEEE transactions on information forensics and security 10, vol.4, pp.762-777, 2015. ,
« A Video-Based Spatio-temporal Biometric Template Representation of the Spontaneous Pupillary Oscillations: A Pilot Experiment, » In: Mexican Conference on Pattern Recognition, pp.165-174, 2013. ,
« Information theoretic measures for clusterings comparison: Variants, properties, normalization and correction for chance, The Journal of Machine Learning Research, vol.11, pp.2837-2854, 2010. ,
« A circuit for pupil orienting responses: implications for cognitive modulation of pupil size, Current opinion in neurobiology, vol.33, pp.134-140, 2015. ,
« No evidence for loss of short-wavelength sensitive cone photoreceptors in normal ageing of the primate retina, » In: Scientific reports, vol.7, p.46346, 2017. ,
« Face spoof detection with image distortion analysis, IEEE Transactions on Information Forensics and Security, vol.10, pp.746-761, 2015. ,
, , 2016.
, « Spiking Neural Networks based on OxRAM Synapses for Realtime Unsupervised Spike Sorting. » In: Frontiers in Neuroscience, vol.10, p.474
« Performance comparison of extracellular spike sorting algorithms for single-channel recordings, » In: Journal of neuroscience methods, vol.203, pp.369-376, 2012. ,
« Imaging single cells in the living retina, Vision research 51, vol.13, pp.1379-1396, 2011. ,