Face processing using one spike per neurone

BioSystems

Volumn 48, Issue 1-3, 1998, Pages 229-239

  Van Rullen, Rufin ^a   Gautrais, Jacques ^a   Delorme, Arnaud ^a   Thorpe, Simon ^a  

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

Author keywords

Face processing; Neurone; Spike

Indexed keywords

CELL ACTIVITY; CONFERENCE PAPER; FACE; MONKEY; NERVE CELL; NONHUMAN; RECEPTIVE FIELD; SPIKE; TEMPORAL LOBE; VISUAL STIMULATION;

EID: 0032212604     PISSN: 03032647     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0303-2647(98)00070-7     Document Type: Conference Paper

References (15)

1. Abbott L.F., Rolls E.T., Tovee M.J. Representational capacity of face coding in monkeys. Cereb. Cortex. 6:1996;498-505.
2. Bruce C.J., Desimone R., Gross C.G. Visual properties of neurons in a polysensory area in superior temporal sulcus of the macaque. J. Neurophysiol. 46:1981;369-384.
3. Gautrais, J., Thorpe, S.J., 1998. Rate coding vs. temporal order coding: a theoretical approach. Biosystems.
4. Jeffreys D.A. Evoked potential studies of face and object processing. Vis. Cogn. 3:1996;1-38.
5. Moghaddam, B., Pentland, A., 1995. Probabilistic visual learning for object detection. In: The Fifth International Conference on Computer Vision. Cambridge, MA.
6. Nowak L.G., Bullier J. The timing of information transfer in the visual system. Kaas J., Rocklund K., Peters A. Extrastriate Cortex in Primates. 1997;Plenum, New York. (sous presse).
7. Oram M.W., Perrett D.I. Time course of neural responses discriminating different views of the face and head. J. Neurophysiol. 68:1992;70-84.
8. Perrett D.I., Rolls E.T., Caan W. Visual neurons responsive to faces in the monkey temporal cortex. Exp. Brain Res. 47:1982;329-342.
9. Rowley H.A., Baluja S., Kanade T. Neural network-based face detection. IEEE Trans. Pattern Anal. Mach. Intell. 20:1998;23-38.
10. Sung, K., Poggio, T., 1994. Example-based learning for view-based human face detection. Proceedings Image Understanding Workshop, II, 843-850.
11. Thorpe S.J. Spike arrival times: A highly efficient coding scheme for neural networks. Eckmiller R., Hartman G., Hauske G. Parallel Processing in Neural Systems. 1990;91-94 Elsevier, Amsterdam.
12. Thorpe S.J., Gautrais J. Rapid visual processing using spike asynchrony. Mozer M.C., Jordan M.I., Petsche T. Neural Information Processing Systems. 9:1997;901-907 MIT Press, Cambridge.
13. Thorpe S.J., Gautrais J. Rank order coding: A new coding scheme for rapid processing in neural networks. Bower J. Computational Neuroscience: Trends in Research. 1998;Plenum, New York.
14. Turk M., Pentland A. Eigenfaces for recognition. J. Cogn. Neurosci. 3:1991;71-86.
15. Valentin D., Abdi H., O'Toole A., Cottrell G.W. Connexionnist models of face processing: a survey. Pattern Recogn. 27:1994;1209-1230.