Ultra-Rapid Scene categorization with a wave of Spikes

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2525, Issue , 2002, Pages

  Thorpe, Simon ^a,b  

^a Brain and Cognition Research Center in Toulouse   (France)

^b SpikeNet Technology SARL Ave de Castelnaudary ^*  (France)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; COMPUTER HARDWARE; NEURONS; PHYSIOLOGICAL MODELS; REAL TIME SYSTEMS; SOFTWARE TESTING;

CURRENT MODELS; LARGE NETWORKS; NATURAL SCENES; PROCESSING LAYER; SCENE CATEGORIZATION; SINGLE FEEDS; VISUAL SYSTEMS; VISUAL-PROCESSING;

COMPUTER VISION;

EID: 84931473699     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-36181-2_1     Document Type: Conference Paper

References (33)

1. Potter, M.e., Meaning in visual search. Science, 187: (1975) 965-6.
2. Potter, M.e., Short-term conceptual memory for pictures. J Exp Psychol (Hum Learn), 2: (1976) 509-22.
3. Thorpe, S., Fize, D., Marlot, e., Speed of processing in the human visual system. Nature, 381: (1996) 520-2.
4. VanRullen, R., Thorpe, S.J., Is it a bird? Is it a plane? Ultra-rapid visual categorisation of natural and artifactual objects. Perception, 30: (2001) 655-68.
5. Delorme, A., Richard, G., Fabre-Thorpe, M., Ultra-rapid categorisation of natural scenes does not rely on colour cues: a study in monkeys and humans. Vision Res, 40: (2000) 2187-200.
6. Fabre-Thorpe, M., Delorme, A., Marlot, c., Thorpe, S., A limit to the speed of processing in ultra-rapid visual categorization of novel natural scenes. 1 Cogn Neurosci, 13: (2001) 171-80.
7. Thorpe, S.I., Gegenfurtner, K.R., Fabre-Thorpe, M., Bulthoff, H.H., Detection of animals in natural images using far peripheral vision. Eur J Neurosci, 14: (2001) 869-876.
8. Rousselet, G.A., Fabre-Thorpe, M., Thorpe, S.1., Parallel processing in high level categorisation of natural images. Nature Neuroscience, 5: (2002) 629-30.
9. Li, F.F., VanRullen, R., Koch, C., Perona, P., Rapid natural scene categorization in the near absence of attention. Proc Natl Acad Sci USA, 99: (2002) 9596-601.
10. Thorpe, S.I., Bacon, N., Rousselet, G., Mace, M.l.-M., Fabre-Thorpe, M., Rapid categorisation of natural scenes: feed-forward vs. feedback contribution evaluated by backwards masking. Perception, 31 suppl: (2002) 150.
11. Fabre-Thorpe, M., Richard, G., Thorpe, S.1., Rapid categorization of natural images by rhesus monkeys. NeuroReport, 9: (1998) 303-308.
12. Nowak, L.G., Bullier, J., The timing of information transfer in the visual system, in J. Kaas, K. Rockland, and A. Peters, Editors. (eds) Extrastriate cortex in primates, Plenum: New York. (1997) 205-241.
13. Logothetis, N.K., Sheinberg, D.L., Visual object recognition. Annu Rev Neurosci, 19: (1996) 577-621.
14. Rolls, E.T., Deco, G., Computational Neuroscience of Vision. Oxford: Oxford University Press (2002)
15. Oram, M.W., Perrett, D.l., Time course of neural responses discriminating different views of the face and head. 1 Neurophysiol, 68: (1992) 70-84.
16. Keysers, C., Xiao, D.K., Foldiak, P., Perrett, D.l., The speed of sight. J Cogn Neurosci, 13: (200 1) 90-10 1.
17. Thorpe, S.I., Imbert, M., Biological constraints on connectionist models., in R. Pfeifer, et al., Editors. (eds) Connectionism in Perspective., Elsevier: Amsterdam. (1989) 63-92.
18. Thorpe, S., Delorme, A., Van Rullen, R., Spike-based strategies for rapid processing. Neural Networks, 14: (2001) 715-25.
19. van Rossum, M.C., Turrigiano, G.G., Nelson, S.B., Fast propagation of firing rates through layered networks of noisy neurons. J Neurosci, 22: (2002) 1956-66.
20. VanRullen, R., Thorpe, S.J., Rate coding versus temporal order coding: what the retinal ganglion cells tell the visual cortex. Neural Comput, 13: (2001) 1255-83.
21. Thorpe, S.J., Spike arrival times: A highly efficient coding scheme for neural networks., in R. Eckmiller, G. Hartman, and G. Hauske, Editors. (eds) Parallel processing in neural systems, Elsevier: North-Holland. (1990) 91-94.
22. Gautrais, J., Thorpe, S., Rate coding versus temporal order coding: a theoretical approach. Biosystems, 48: (1998) 57-65.
23. Thorpe, S.J., Gautrais, J., Rank Order Coding, in J. Bower, Editor. (eds) Computational Neuroscience: Trends in Research 1998, Plenum Press: New York. (1998) 113-118.
24. VanRullen, R., Gautrais, J., Delorme, A., Thorpe, S., Face processing using one spike per neurone. Biosystems, 48: (1998) 229-39.
25. Delorme, A., Thorpe, S.J., Face identification using one spike per neuron: resistance to image degradations. Neural Networks, 14: (2001) 795-803.
26. Giurfa, M., Menzel, R., Insect visual perception: complex abilities of simple nervous systems. Curr Opin Neurobiol, 7: (1997) 505-13.
27. Troje, N.F., Huber, L., Loidolt, M., Aust, u., Fieder, M., Categorical learning in pigeons: the role of texture and shape in complex static stimuli. Vision Res, 39: (1999) 353-66.
28. VanRullen, R., Delorme, A., Thorpe, S.J., Feed-forward contour integration in primary visual cortex based on asynchronous spike propagation. Neurocomputing, 38-40: (2001) 1003-1009.29. Bullier, J., Integrated model of visual processing. Brain Res Brain Res Rev, 36: (2001) 96-107.
29. Bullier, J., Integrated model of visual processing. Brain Res Brain Res Rev, 36: (2001) 96-107.
30. Bullier, J., Hupe, J.M., James, A.c., Girard, P., The role of feedback connections in shaping the responses of visual cortical neurons. Prog Brain Res, 134: (2001) 193-204.
31. Ullman, S., Vidal-Naquet, M., Sali, E., Visual features of intermediate complexity and their use in classification. Nat Neurosci, 5: (2002) 682-7.
32. Lamme, V.A., Roelfsema, P.R., The distinct modes of vision offered by feedforward and recurrent processing. Trends Neurosci, 23: (2000) 571-9.
33. Roelfsema, P.R., Lamme, V.A., Spekreijse, H., Bosch, H., Figure-ground segregation in a recurrent network architecture. J Cogn Neurosci, 14: (2002) 525-37.