Disparity tuning as simulated by a neural net

Biological Cybernetics

Volumn 83, Issue 1, 2000, Pages 61-72

  Lippert, Jörg ^a   Fleet, David J ^b   Wagner, Hermann ^a  

^a RWTH AACHEN UNIVERSITY   (Germany)

^b QUEEN S UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPUTER SIMULATION; DEPTH PERCEPTION; NERVE CELL; PHYSIOLOGY;

COMPUTER SIMULATION; DEPTH PERCEPTION; NEURAL NETWORKS (COMPUTER); NEURONS; VISION DISPARITY;

EID: 0034218856     PISSN: 03401200     EISSN: None     Source Type: Journal    
DOI: 10.1007/s004220000146     Document Type: Article

References (31)

1. Anzai A, Ohzawa I, De Angelis GC (1997) Neural mechanisms underlying binocular fusion and stereopsis: position vs. phase. Proc Natl Acad Sci USA 94: 5438-5443
2. Anzai A, Ohzawa I, Freeman RD (1999) Neural mechanisms for encoding binocular disparity: receptive field position vs. phase. J Neurophysiol 82: 874-890
3. Batschelet E (1981) Circular statistics in biology. Mathematics in biology. Academic Press, London
4. Becker S, Hinton GE (1992) Self-organizing neural network that discovers surfaces in random dot stereograms. Nature 355: 161-163
5. Campbell FW, Robson JG (1968) Application of Fourier analysis to the visibility of gratings. J Physiol (Lond) 197: 551-566
6. Cumming B, Parker A (1997) Responses of primary visual cortical neurons to binocular disparity without depth perception. Nature 389: 280-283
7. De Angelis GC, Ohzawa I, Freeman RD (1991) Depth is encoded in the visual cortex by a specialized receptive field structure. Nature 352: 156-159
8. DeValois RL, Albrecht DG, Thorell LG (1982) Spatial frequency selectivity of cells in macaque visual cortex. Vision Res 22: 545-559
9. Fitzsimonds RM, Song H, Poo M (1997) Propagation of activity-dependent synaptic depression in simple neural networks. Nature 388: 439-448
10. Fleet DJ, Wagner H, Heeger DJ (1996a) Neural encoding of binocular disparity: energy models, position shifts and phase shifts. Vision Res 36: 1839-1857
11. Fleet DJ, Heeger DJ, Wagner H (1996b) Modeling binocular neurons in primary visual cortex. In: Jenkin M, Harris L (eds) Computational and biological mechanisms of visual coding. Cambridge University Press, Cambridge, pp 103-130
12. Foster K, Gaska J, Nagler M, Pollen D (1985) Spatial and temporal frequency selectivity of neurons in the visual cortical areas v1 and v2 of the macaque monkey. J Physiol (Lond) 385: 331-363
13. Gray MS, Pouget A, Zemel RS, Nowlan SJ, Sejnowski TJ (1998) Reliable disparity estimation through selective integration. Vis Neurosci 15: 511-528
14. Hammond P, Fothergill L (1994) Cat striate cortex: monocular and interocular comparison of spatial-frequency selectivity. Ann Acad Bras Sci 66: 95-113
15. Levene H (1960) Robust tests for equality of variances. In: Olkin I et al. (eds) Contributions to probability and statistics. Essays in honor of Harold Hotelling. Stanford Univ. Press, Stanford, pp 278-292
16. Movshon J, Thompson I, Tolhurst D (1978) Spatial and temporal contrast sensitivity of neurons in areas 17 and 18 of the cat's visual cortex. J Physiol (Lond) 283: 101-120
17. Ohzawa I, De Angelis GC, Freeman RD (1990) Stereoscopic depth discrimination in the visual cortex: neurons ideally suited as disparity detectors. Science 249: 1037-1041
18. Ohzawa I, De Angelis GC, Freeman RD (1997) Encoding of binocular disparity by complex cells in the cat's visual cortex. J Neurophysiol 77: 2879-2909
19. Pettigrew J, Konishi M (1976) Neurons selective for orientation and binocular disparity in the visual Wulst of the barn owl (Tyto alba). Science 193: 675-678
20. Pettigrew J, Nikara T, Bishop P (1968) Binocular interaction of single units in cat striate cortex: simultaneous stimulation by single moving slit with receptive fields in correspondence. Exp Brain Res 6: 391-410
21. Poggio GF (1995) Mechanisms of stereopsis in monkey visual cortex. Cereb Cortex 3: 193-204
22. Poggio G, Fischer B (1977) Binocular interaction and depth sensitivity in striate and prestriate cortex of behaving rhesus monkeys. J Neurophysiol 40: 1392-1405
23. Pouget A, Sejnowski TJ (1994) A neural model of the cortical representation of egocentric distance. Cereb Cortex 4: 314-329
24. Qian N (1994) Computing stereo disparity and motion with known binocular cell properties. Neural Comput 6: 390-404
25. Qian N, Zhu Y (1997) Physiological computation of binocular disparity. Vision Res 37: 1811-1827
26. Rumelhart DE, Hinton GE, Williams RJ (1986) Learning representations by back-propagating errors. Nature 323: 533-536
27. Siegel S (1956) Nonparametric statistics for the behavioral sciences. McGraw Hill. New York
28. Wagner H, Frost B (1993) Disparity-sensitive cells in the owl have a characteristic disparity. Nature 364: 796-798
29. Wagner H, Frost B (1994) Binocular responses of neurons in the barn owl's visual Wulst. J Comp Physiol A 174: 661-670
30. Yin TC, Kuwada S (1983) Binaural interaction in low-frequency neurons in inferior colliculus of the cat. III. Effects of changing frequency. J Neurophysiol 50: 1020-1042
31. Zhu Y, Qian N (1996) Binocular receptive field models, disparity tuning and characteristic disparity. Neural Comput 8: 1611-1641