-
2
-
-
0000547924
-
What does the retina know about natural scenes
-
Atick, J.J., & Redlich, A. N. (1992). What does the retina know about natural scenes. Neural Computation, 4(2), 196-210.
-
(1992)
Neural Computation
, vol.4
, Issue.2
, pp. 196-210
-
-
Atick, J.J.1
Redlich, A.N.2
-
3
-
-
0029411030
-
An information maximization approach to blind separation and blind deconvolution
-
Bell, A. J., & Sejnowski, T. J. (1995). An information maximization approach to blind separation and blind deconvolution. Neural Computation, 7(6), 1129-1159.
-
(1995)
Neural Computation
, vol.7
, Issue.6
, pp. 1129-1159
-
-
Bell, A.J.1
Sejnowski, T.J.2
-
4
-
-
0030832881
-
The "independent components" of natural scenes are edge filters
-
Bell, A. J., & Sejnowski, T. J. (1997). The "independent components" of natural scenes are edge filters. Vision Research, 37(23), 3327-3338.
-
(1997)
Vision Research
, vol.37
, Issue.23
, pp. 3327-3338
-
-
Bell, A.J.1
Sejnowski, T.J.2
-
6
-
-
0345368881
-
Unsupervised learning of distributions of binary vectors using 2-layer networks
-
C. L. Giles, S. J. Hanson, & J. D. Cawan (Eds.). San Francisco: Morgan Kaufmann
-
Freund, Y., & Haussler, D. (1992). Unsupervised learning of distributions of binary vectors using 2-layer networks. In C. L. Giles, S. J. Hanson, & J. D. Cawan (Eds.), Advances in neural information processing systems, 4 (pp. 912-919). San Francisco: Morgan Kaufmann.
-
(1992)
Advances in Neural Information Processing Systems
, vol.4
, pp. 912-919
-
-
Freund, Y.1
Haussler, D.2
-
7
-
-
0242480914
-
Selecting weighting factors in logarithmic opinion pools
-
M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.). Cambridge, MA: MIT Press
-
Heskes, T. (1998). Selecting weighting factors in logarithmic opinion pools. In M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Advances in neural information processing systems, 10. Cambridge, MA: MIT Press.
-
(1998)
Advances in Neural Information Processing Systems
, vol.10
-
-
Heskes, T.1
-
8
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
Hinton, G. E. (2002). Training products of experts by minimizing contrastive divergence. Neural Computation, 14(8), 1771-1800.
-
(2002)
Neural Computation
, vol.14
, Issue.8
, pp. 1771-1800
-
-
Hinton, G.E.1
-
9
-
-
3843121539
-
Discovering multiple constraints that are frequently approximately satisfied
-
San Francisco: William Kaufmann
-
Hinton, G., & Teh, Y. (2001). Discovering multiple constraints that are frequently approximately satisfied. In Proceedings of the Conference on Uncertainty in Artificial intelligence (pp. 227-234). San Francisco: William Kaufmann.
-
(2001)
Proceedings of the Conference on Uncertainty in Artificial Intelligence
, pp. 227-234
-
-
Hinton, G.1
Teh, Y.2
-
10
-
-
0041849740
-
Independent component analysis applied to feature extraction from colour and stereo images
-
Hoyer, P. O., & Hyvarinen, A. (2000). Independent component analysis applied to feature extraction from colour and stereo images. Network Computation in Neural Systems, 11(3), 191-210.
-
(2000)
Network Computation in Neural Systems
, vol.11
, Issue.3
, pp. 191-210
-
-
Hoyer, P.O.1
Hyvarinen, A.2
-
11
-
-
0034920427
-
A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images
-
Hyvarinen, A., & Hoyer, P. O. (2001). A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images. Vision Research, 41(18), 2413-2423.
-
(2001)
Vision Research
, vol.41
, Issue.18
, pp. 2413-2423
-
-
Hyvarinen, A.1
Hoyer, P.O.2
-
12
-
-
0035409349
-
Topographic independent component analysis
-
Hyvarinen, A., Hoyer, P. O., & Inki, M. (2001). Topographic independent component analysis. Neural Computation, 13(7), 1527-1558.
-
(2001)
Neural Computation
, vol.13
, Issue.7
, pp. 1527-1558
-
-
Hyvarinen, A.1
Hoyer, P.O.2
Inki, M.3
-
14
-
-
13244255412
-
A hierarchical Bayesian model for learning nonlinear statistical regularities in nonstationary natural signals
-
Karklin, Y., & Lewicki, M. S. (2005). A hierarchical Bayesian model for learning nonlinear statistical regularities in nonstationary natural signals. Neural Computation, 17, 397-423.
-
(2005)
Neural Computation
, vol.17
, pp. 397-423
-
-
Karklin, Y.1
Lewicki, M.S.2
-
15
-
-
0034133184
-
Learning overcomplete representations
-
Lewicki, M., & Sejnowski, T. (2000). Learning overcomplete representations. Neural Computation, 12, 337-365.
-
(2000)
Neural Computation
, vol.12
, pp. 337-365
-
-
Lewicki, M.1
Sejnowski, T.2
-
16
-
-
33745771956
-
-
(Tech. Rep. UCSD MPLab TR 2001.02). San Diego: University of California, San Diego
-
Marks, T. K., & Movellan, J. R. (2001). Diffusion networks, products of experts, and factor analysis (Tech. Rep. UCSD MPLab TR 2001.02). San Diego: University of California, San Diego.
-
(2001)
Diffusion Networks, Products of Experts, and Factor Analysis
-
-
Marks, T.K.1
Movellan, J.R.2
-
17
-
-
0029938380
-
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
-
Olshausen, B. A., & Field, D. J. (1996). Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature, 381, 607-610.
-
(1996)
Nature
, vol.381
, pp. 607-610
-
-
Olshausen, B.A.1
Field, D.J.2
-
18
-
-
0030779611
-
Sparse coding with an overcomplete basis set: A strategy employed by V1?
-
Olshausen, B. A., & Field, D. J. (1997). Sparse coding with an overcomplete basis set: A strategy employed by V1? Vision Research, 37(23), 3311-3325.
-
(1997)
Vision Research
, vol.37
, Issue.23
, pp. 3311-3325
-
-
Olshausen, B.A.1
Field, D.J.2
-
19
-
-
0242636409
-
Image denoising using scale mixtures of gaussians in the wavelet domain
-
Portilla, J., Strela, V., Wainwright, M., & Simoncelli, E. P. (2003). Image denoising using scale mixtures of gaussians in the wavelet domain. IEEE Trans. Image Processing, 12(11), 1338-1351.
-
(2003)
IEEE Trans. Image Processing
, vol.12
, Issue.11
, pp. 1338-1351
-
-
Portilla, J.1
Strela, V.2
Wainwright, M.3
Simoncelli, E.P.4
-
20
-
-
0036314487
-
Spatial structure and symmetry of simple-cell receptive fields in macaque primary visual cortex
-
Ringach, D. L. (2002). Spatial structure and symmetry of simple-cell receptive fields in macaque primary visual cortex. J. Neurophysiol., 88(1), 455-463.
-
(2002)
J. Neurophysiol.
, vol.88
, Issue.1
, pp. 455-463
-
-
Ringach, D.L.1
-
23
-
-
8344290493
-
Energy-based models for sparse overcomplete representations
-
Teh, Y., Welling, M., Osindero, S., & Hinton, G. (2003). Energy-based models for sparse overcomplete representations. Journal of Machine Learning Research [Special Issue] 4, 1235-1260.
-
(2003)
Journal of Machine Learning Research [Special Issue]
, vol.4
, pp. 1235-1260
-
-
Teh, Y.1
Welling, M.2
Osindero, S.3
Hinton, G.4
-
24
-
-
0032492432
-
Independent component filters of natural images compared with simple cells in primary visual cortex
-
van Hateren, J. H., & van der Schaaf, A. (1998). Independent component filters of natural images compared with simple cells in primary visual cortex. Proc. R. Soc. Lond. B Biol. Sci., 265(1394), 359-366.
-
(1998)
Proc. R. Soc. Lond. B Biol. Sci.
, vol.265
, Issue.1394
, pp. 359-366
-
-
Van Hateren, J.H.1
Van Der Schaaf, A.2
-
25
-
-
84898965689
-
Scale mixtures of gaussians and the statistics of natural images
-
S. A. Solla, T. K. Leen, & K.-R. Müller (Eds.). Cambridge, MA: MIT Press
-
Wainwright, M. J., & Simoncelli, E. P. (2000). Scale mixtures of gaussians and the statistics of natural images. In S. A. Solla, T. K. Leen, & K.-R. Müller (Eds.), Advances in neural information processing systems, 12 (pp. 855-861). Cambridge, MA: MIT Press.
-
(2000)
Advances in Neural Information Processing Systems
, vol.12
, pp. 855-861
-
-
Wainwright, M.J.1
Simoncelli, E.P.2
-
26
-
-
0034443277
-
Random cascades of gaussian scale mixtures and their use in modeling natural images with application to denoising
-
Vancouver, BC: IEEE Computer Society
-
Wainwright, M. J., Simoncelli, E. P., & Willsky, A. S. (2000). Random cascades of gaussian scale mixtures and their use in modeling natural images with application to denoising. In Proceedings of the 7th International Conference on Image Processing. Vancouver, BC: IEEE Computer Society.
-
(2000)
Proceedings of the 7th International Conference on Image Processing
-
-
Wainwright, M.J.1
Simoncelli, E.P.2
Willsky, A.S.3
-
27
-
-
3843082392
-
Extreme components analysis
-
S. Thrün, L. K. Savl, & B. Schölkopf (Eds.). Cambridge, MA: MIT Press
-
Welling, M., Agakov, F., and Williams, C. (2003). Extreme components analysis. In S. Thrün, L. K. Savl, & B. Schölkopf (Eds.), Advances in neural information processing systems, 16. Cambridge, MA: MIT Press.
-
(2003)
Advances in Neural Information Processing Systems
, vol.16
-
-
Welling, M.1
Agakov, F.2
Williams, C.3
-
28
-
-
79953038910
-
Learning sparse topographic representations with products of student-t distributions
-
S. Becker, S. Thrün, & K. Obermayer (Eds.). Cambridge, MA: MIT Press
-
Welling, M., Hinton, G., & Osindero, S. (2002). Learning sparse topographic representations with products of student-t distributions. In S. Becker, S. Thrün, & K. Obermayer (Eds.), Advances in neural information processing systems, 15. Cambridge, MA: MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.15
-
-
Welling, M.1
Hinton, G.2
Osindero, S.3
-
29
-
-
35148871155
-
Self-supervised boosting
-
S. Becker, S. Thrün, & K. Obermayer (Eds.). Cambridge, MA: MIT Press
-
Welling, M., Zemel, R., & Hinton, G. (2002). Self-supervised boosting. In S. Becker, S. Thrün, & K. Obermayer (Eds.), Advances in neural information processing systems, 15. Cambridge, MA: MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.15
-
-
Welling, M.1
Zemel, R.2
Hinton, G.3
-
31
-
-
3843145075
-
Probabilistic sequential independent components analysis
-
Welling, M., Zemel, R., & Hinton, G. (2004). Probabilistic sequential independent components analysis. IEEE Transactions in Neural Networks [Special Issue], 15, 838-849.
-
(2004)
IEEE Transactions in Neural Networks [Special Issue]
, vol.15
, pp. 838-849
-
-
Welling, M.1
Zemel, R.2
Hinton, G.3
-
33
-
-
27744532373
-
Products of gaussians
-
T. G. Dietterich, S. Becker, & Z. Ghahramani (Eds.). Cambridge, MA: MIT Press
-
Williams, C., Agakov, F., & Felderhof, S. (2001). Products of gaussians. In T. G. Dietterich, S. Becker, & Z. Ghahramani (Eds.), Advances in neural information processing systems, 14. Cambridge, MA: MIT Press.
-
(2001)
Advances in Neural Information Processing Systems
, vol.14
-
-
Williams, C.1
Agakov, F.2
Felderhof, S.3
-
34
-
-
0005713456
-
Characterizing the sparseness of neural codes
-
Willmore, B., & Tolhurst, D. J. (2001). Characterizing the sparseness of neural codes. Network Computation in Neural Systems, 12(3), 255-270.
-
(2001)
Network Computation in Neural Systems
, vol.12
, Issue.3
, pp. 255-270
-
-
Willmore, B.1
Tolhurst, D.J.2
-
35
-
-
33645713562
-
-
(Tech. Rep.). Los Angeles: Department Statistics and Psychology, UCLA
-
Yuille, A. (2004). A comment on contrastive divergence (Tech. Rep.). Los Angeles: Department Statistics and Psychology, UCLA.
-
(2004)
A Comment on Contrastive Divergence
-
-
Yuille, A.1
-
36
-
-
0032025550
-
Filters, random fields and maximum entropy (frame): Towards a unified theory for texture modeling
-
Zhu, S. C., Wu, Y. N., & Mumford, D. (1998). Filters, random fields and maximum entropy (frame): Towards a unified theory for texture modeling. International Journal of Computer Vision, 27(2), 107-126.
-
(1998)
International Journal of Computer Vision
, vol.27
, Issue.2
, pp. 107-126
-
-
Zhu, S.C.1
Wu, Y.N.2
Mumford, D.3
|