• Besson, G. Barragan-Jason, G. Thorpe, S. J. Fabre-Thorpe, M. Puma, S. Ceccaldi, M. Barbeau, E. J. (2017) From face processing to face recognition: Comparing three different processing levels. Cognition 158 () 33-43
  • Boucart, M. Lenoble, Q. Quettelart, J. Szaffarczyk, S. Despretz, P. Thorpe, S. J. (2016) Finding faces, animals, and vehicles in far peripheral vision. J Vis 16 (2) 10
  • Viswanathan Jayalakshmi., Rémy Florence., Bacon-Mace Nadege., Thorpe Simon J. (2016) Long Term Memory for Noise: Evidence of Robust Encoding of Very Short Temporal Acoustic Patterns. Frontiers in Neuroscience 10 () 490
  • Goujon, A. Didierjean, A. Thorpe, S (2015) Investigating implicit statistical learning mechanisms through contextual cueing. Trends Cogn Sci 19 (9) 524-33
  • Wu, C. T., Crouzet, S. M., Thorpe, S. J., & Fabre-Thorpe, M. (2015) At 120 msec You Can Spot the Animal but You Don\'t Yet Know It\'s a Dog. J Cogn Neurosci 27 (1) 141-149
  • Reddy, L. and S. J. Thorpe (2014) Concept cells through associative learning of high-level representations. Neuron 84 (2) 248-51
  • Suied, C., Agus, T. R., Thorpe, S. J., Mesgarani, N., & Pressnitzer, D. (2014) Auditory gist: recognition of very short sounds from timbre cues.. The Journal of the Acoustical Society of America 135 (3) 1380-1391
  • Roclin, D., Bichler, O., Gamrat, C., Thorpe, S., & Klein, J. (2013) Design study of efficient Digital Order Based STDP Neuron implementations for extracting temporal features. International Joint Conference on Neural Networks ()
  • Suied, C., T. R. Agus, S. J. Thorpe and D. Pressnitzer (2013) Processing of Short Auditory Stimuli: The Rapid Audio Sequential Presentation Paradigm (RASP). Advances in Experimental Medicine and Biology 787 443-451
  • Thorpe, S. J. (2012) Spike-based Image Processing : Can we reproduce biological vision in hardware. Lecture Notes in Computer Science 7583 516-521
  • Agus, T., C. Suied, S. J. Thorpe and D. Pressnitzer (2012) Fast recognition of musical sounds based on timbre. Journal of the Acoustical Society of America 131 (5) 4124-4133
  • Bichler, O., D. Querlioz, S. J. Thorpe, J. P. Bourgoin and C. Gamrat (2012) Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity. Neural Networks 32 339-348
  • Chanceaux, M., F. Vitu, L. Bendahman, S. J. Thorpe and J. Grainger (2012) Word processing speed in peripheral vision measured with a saccadic choice task. Vision Research 56C 10-19
  • Crouzet, S. M., O. Joubert, S.J. Thorpe and M. Fabre-Thorpe (2012) Animal detection precedes access to scene category. PLoS ONE 7 (12) e51471
  • Kammoun, S., G. Parseihian, O. Gutierrez, A. Brilhault, A. Serpa, M. Raynal, B. Oriola, M. Mace, M. Auvray, M. Denis, S. J. Thorpe, P. Truillet, B. F. Katz and C. Jouffrais (2012) Navigation and space perception assistance for the visually impaired: The NAVIG project. IRBM - Ingenierie et Recherche Biomedicales 33 (2) 182-189
  • Katz, B. F., F. Dramas, G. Parseihian, O. Gutierrez, S. Kammoun, A. Brilhault, L. Brunet, M. Gallay, B. Oriola, M. Auvray, P. Truillet, M. Denis, S. J. Thorpe and C. Jouffrais (2012) NAVIG: Guidance system for the visually impaired using virtual augmented reality. Technology and Disability 24 (2) 163-178
  • Katz, B., S. Kammoun, G. Parseihian, O. Gutierrez, A. Brilhault, M. Auvray, P. Truillet, M. Denis, S. Thorpe and C. Jouffrais Virtual Reality (2012) NAVIG: augmented reality guidance system for the visually impaired. Virtual Reality 16 (4) 253-269
  • Bichler, O., Querlioz, D., Thorpe, S. J., Bourgoin, J. P., & Gamrat, C. (2011) Unsupervised features extraction from Asynchronous Silicon Retina through Spike-Time Dependent Plasticity. International Joint Conference on Neural Networks ()
  • Crouzet, S. M. and S. J. Thorpe (2011) Low level cues and ultra-fast face detection. Frontiers in Psychology 2 342
  • Thorpe, S. J., A. Brilhault and J. A. Perez-Carrasco (2010) Suggestions for a biologically inspired spiking retina using order-based coding. IEEE International Symposium on Circuits and Systems 0 265-268
  • Agus, T. R., C. Suied, S. J. Thorpe and D. Pressnitzer (2010) Characteristics of human voice processing. IEEE International Symposium on Circuits and Systems 0 509-512
  • Agus, T., S. J. Thorpe and D. Pressnitzer (2010) Rapid formation of robust auditory memories: Insights from noise. Neuron 66 (4) 610-618
  • Crouzet, S. M., H. Kirchner and S. J. Thorpe (2010) Fast saccades towards faces: Face detection in just 100 ms. Journal of Vision 10 (4) 16, 1-17
  • Dramas, F., Thorpe, S. J., & Jouffrais, C. (2010) Artificial Vision for the Blind: a Bio-Inspired Algorithm for Objects and Obstacles Detection. International Journal of Image and Graphics 10 (4) 531-544
  • Thorpe, S. J. (2009) The speed of categorization in the human visual system. Neuron 62 (2) 168-170
  • Thorpe, S. J. (2009) Single units and sensation: still just as relevant today. Perception 38 (6) 802-3; discussion 804-7
  • Kirchner, H., E. J. Barbeau, S. J. Thorpe, J. Regis and C. Liegeois-Chauvel (2009) Ultra-rapid sensory responses in the human frontal eye field region. The Journal of Neuroscience 29 (23) 7599-7606
  • Masquelier, T., E. Hugues, G. Deco and S. J. Thorpe (2009) Oscillations, phase-of-firing coding and STDP: an efficient learning scheme. The Journal of Neuroscience 29 (43) 13484-13493
  • Masquelier, T., R. Guyonneau and S. J. Thorpe (2009) Competitive STDP-Based Spike Pattern Learning. Neural Computation 21 (5) 1259-1276
  • Masquelier, T., R. Guyonneau and S. J. Thorpe (2008) Spike timing dependent plasticity finds the start of repeating patterns in continuous spike trains. PLoS ONE 3 (1) e1377
  • Bacon-Mace, N., H. Kirchner, M. Fabre-Thorpe and S. J. Thorpe (2007) Effects of task requirements on rapid natural scene processing: From common sensory encoding to distinct decisional mechanisms. J Exp Psychol Hum Percept Perform 33 (5) 1013-1026
  • Masquelier, T. and S. J. Thorpe (2007) Unsupervised Learning of Visual Features through Spike Timing Dependent Plasticity. PLoS Computational Biology 3 (2) e31
  • Rousselet, G. A., M. J. Mace, S. J. Thorpe and M. Fabre-Thorpe (2007) Limits of Event-related Potential Differences in Tracking Object Processing Speed. Journal of Cognitive Neuroscience 19 (8) 1241-1258
  • Guyonneau, R., H. Kirchner and S. J. Thorpe (2006) Animals roll around the clock: the rotation invariance of ultrarapid visual processing. Journal of Vision 6 (10) 1008-1017
  • Kirchner, H. and S. J. Thorpe (2006) Ultra-rapid object detection with saccadic eye movements: Visual processing speed revisited. Vision Research 46 (11) 1762-1776
  • Bacon-Mace, N., M. J. Mace, M. Fabre-Thorpe and S. J. Thorpe (2005) The time course of visual processing: backward masking and natural scene categorisation. Vision Research 45 (11) 1459-1469
  • Fize, D., M. Fabre-Thorpe, G. Richard, B. Doyon and S. J. Thorpe (2005) Rapid categorization of foveal and extrafoveal natural images: associated ERPs and effects of lateralization. Brain and Cognition 59 (2) 145-158
  • Guyonneau, R., R. Vanrullen and S. J. Thorpe (2005) Neurons Tune to the Earliest Spikes Through STDP. Neural Computation 17 (4) 859-879
  • Mace, M. J., S. J. Thorpe and M. Fabre-Thorpe (2005) Rapid categorization of achromatic natural scenes: how robust at very low contrasts?. European Journal of Neuroscience 21 (7) 2007-2018
  • Vanrullen, R., R. Guyonneau and S. J. Thorpe (2005) Spike times make sense. Trends Neurosci 28 (1) 1-4
  • Thorpe, S. J., R. Guyonneau, N. Guilbaud, J. M. Allegraud and R. Vanrullen (2004) SpikeNet: Real-time visual processing with one spike per neuron. Neurocomputing 58-60 857-864
  • Guyonneau, R., R. Vanrullen and S. J. Thorpe (2004) Temporal codes and sparse representations: a key to understanding rapid processing in the visual system. J Physiol Paris 98 (4-6) 487-497
  • Perrinet, L., M. Samuelides and S. J. Thorpe (2004) Sparse spike coding in an asynchronous feed-forward multi-layer neural network using matching pursuit. Neurocomputing 57 125-134
  • Perrinet, L., M. Samuelides and S. Thorpe (2004) Coding static natural images using spiking event times: do neurons cooperate?. IEEE Trans Neural Netw 15 (5) 1164-1175
  • Rousselet, G. A., S. J. Thorpe and M. Fabre-Thorpe (2004) How parallel is visual processing in the ventral pathway?. Trends in Cognitive Sciences 8 (8) 363-370
  • Rousselet, G. A., S. J. Thorpe and M. Fabre-Thorpe (2004) Processing of one, two or four natural scenes in humans: the limits of parallelism. Vision Research 44 (9) 877-894
  • Rousselet, G. A., S. J. Thorpe and M. Fabre-Thorpe (2004) How parallel is visual processing in the ventral pathway?. Trends in Cognitive Sciences 8 (8) 363-370
  • Delorme, A. and S. J. Thorpe (2003) SpikeNET: an event-driven simulation package for modelling large networks of spiking neurons. Network 14 (4) 613-627
  • Rousselet, G. A., S. J. Thorpe and M. Fabre-Thorpe (2003) Taking the MAX from neuronal responses. Trends in Cognitive Sciences 7 (3) 99-102
  • Rousselet, G. A., M. Fabre-Thorpe and S. J. Thorpe (2002) Parallel processing in high-level categorization of natural images. Nat Neurosci 5 (7) 629-630
  • VanRullen, R. and S. J. Thorpe (2002) Surfing a spike wave down the ventral stream. Vision Research 42 (23) 2593-2615
  • Thorpe, S. J. and M. Fabre-Thorpe (2001) Neuroscience. Seeking categories in the brain. Science 291 (5502) 260-263
  • Thorpe, S. J., K. R. Gegenfurtner, M. Fabre-Thorpe and H. H. Bulthoff (2001) Detection of animals in natural images using far peripheral vision. European Journal of Neuroscience 14 (5) 869-876
  • Thorpe, S., A. Delorme and R. VanRullen (2001) Spike-based strategies for rapid processing. Neural Networks 14 (6-7) 715-725
  • Delorme, A. and S. J. Thorpe (2001) Face identification using one spike per neuron: resistance to image degradations. Neural Networks 14 (6-7) 795-803
  • Delorme, A., L. Perrinet and S. J. Thorpe (2001) Networks of integrate-and-fire neurons using Rank Order Coding B: Spike timing dependent plasticity and emergence of orientation selectivity. Neurocomputing 38-40 539-545
  • Fabre-Thorpe, M., A. Delorme, C. Marlot and S. Thorpe (2001) A limit to the speed of processing in ultra-rapid visual categorization of novel natural scenes. Journal of Cognitive Neuroscience 13 (2) 171-80
  • Perrinet, L., A. Delorme, M. Samuelides and S. J. Thorpe (2001) Networks of integrate-and-fire neuron using rank order coding A: How to implement spike time dependent Hebbian plasticity. Neurocomputing 38 817-822
  • VanRullen, R. and S. J. Thorpe (2001) Rate coding versus temporal order coding: what the retinal ganglion cells tell the visual cortex. Neural Computation 13 (6) 1255-1283
  • VanRullen, R. and S. J. Thorpe (2001) Is it a bird? Is it a plane? Ultra-rapid visual categorisation of natural and artifactual objects. Perception 30 (6) 655-668
  • VanRullen, R. and S. J. Thorpe (2001) The time course of visual processing: from early perception to decision-making. Journal of Cognitive Neuroscience 13 (4) 454-461
  • VanRullen, R., A. Delorme and S. J. Thorpe (2001) Feed-forward contour integration in primary visual cortex based on asynchronous spike propagation. Neurocomputing 38 1003-1009
  • Thorpe, S. J., A. Delorme, R. VanRullen and W. Paquier (2000) Reverse engineering of the visual system using networks of spiking neurons. IEEE International Symposium on Circuits and Systems 4 405-408
  • Fize, D., K. Boulanouar, Y. Chatel, J. P. Ranjeva, M. Fabre-Thorpe and S. Thorpe (2000) Brain areas involved in rapid categorization of natural images: an event-related fMRI study. Neuroimage 11 (6 Pt 1) 634-643
  • Delorme, A., J. Gautrais, R. VanRullen and S. Thorpe (1999) SpikeNET: a simulator for modeling large networks of integrate-and-fire neurons. Neurocomputing 26-27 989-996
  • VanRullen, R. and S. J. Thorpe (1999) Spatial attention in asynchronous neural networks. Neurocomputing 26 911-918
  • Fabre-Thorpe, M., G. Richard and S. J. Thorpe (1998) Rapid categorization of natural images by rhesus monkeys. Neuroreport 9 (2) 303-308
  • Fabre-Thorpe, M., G. Richard and S. Thorpe (1998) On the speed of natural scene categorisation in human and non-human primates. Curr Psychol Cogn 17 (4-5) 791-805
  • Gautrais, J. and S. Thorpe (1998) Rate coding versus temporal order coding: a theoretical approach. Biosystems 48 (1-3) 57-65
  • VanRullen, R., J. Gautrais, A. Delorme and S. Thorpe (1998) Face processing using one spike per neurone. Biosystems 48 (1-3) 229-239
  • Roumes, C., J. Plantier, J. P. Menu and S. J. Thorpe (1997) The effects of spatial frequency on binocular fusion : from elementary to complex images. Human Factors 39 (3) 359-373
  • Thorpe, S., D. Fize and C. Marlot (1996) Speed of processing in the human visual system. Nature 381 (6582) 520-522
  • Trotter, Y., S. Celebrini, B. Stricanne, S. Thorpe and M. Imbert (1996) Neural processing of stereopsis as a function of viewing distance in primate visual cortical area V1. Journal of Neurophysiology 76 (5) 2872-2885
  • Celebrini, S., S. Thorpe, Y. Trotter and M. Imbert (1993) Dynamics of orientation coding in area V1 of the awake primate. Vis Neurosci 10 (5) 811-825
  • Thorpe, S. J. (1992) Psychology and neuroscience: towards a common language . Intellectica 13-14 247-271
  • Fregnac, Y., D. Shulz, S. Thorpe and E. Bienenstock (1992) Cellular analogs of visual cortical epigenesis. I. Plasticity of orientation selectivity. The Journal of Neuroscience 12 (4) 1280-1300
  • Trotter, Y., S. Celebrini, B. Stricanne, S. Thorpe and M. Imbert (1992) Modulation of neural stereoscopic processing in primate area V1 by the viewing distance. Science 257 (5074) 1279-1281
  • Pouget, A. and S. J. Thorpe (1991) Connectionist models of orientation identification. Connection Science 3 (2) 127-142
  • Thorpe, S. J. (1990) Connexionnisme : le point de vue des neurosciences. Intellectica 9-10 329-332
  • Thorpe, S. J. (1989) Local vs distributed coding. Intellectica 8 3-40
  • Fregnac, Y., D. Shulz, S. Thorpe and E. Bienenstock (1988) A cellular analogue of visual cortical plasticity. Nature 333 (6171) 367-370
  • Rolls, E. T., E. Murzi, S. Yaxley, S. J. Thorpe and S. J. Simpson (1986) Sensory-specific satiety: food-specific reduction in responsiveness of ventral forebrain neurons after feeding in the monkey. Brain Res 368 (1) 79-86
  • Rolls, E. T., S. J. Thorpe, M. Boytim, I. Szabo and D. I. Perrett (1984) Responses of striatal neurons in the behaving monkey. 3. Effects of iontophoretically applied dopamine on normal responsiveness. Neuroscience 12 (4) 1201-1212
  • Thorpe, S. J., E. T. Rolls and S. Maddison (1983) The orbitofrontal cortex: neuronal activity in the behaving monkey. Exp Brain Res 49 (1) 93-115
  • Rolls, E. T., S. J. Thorpe and S. P. Maddison (1983) Responses of striatal neurons in the behaving monkey. 1. Head of the caudate nucleus. Behav Brain Res 7 (2) 179-210
  • Rolls, E. T., D. Perrett, S. J. Thorpe, A. Puerto, A. Roper-Hall and S. Maddison (1979) Responses of neurons in area 7 of the parietal cortex to objects of different significance. Brain Res 169 (1) 194-198