-
1
-
-
0022471098
-
Learning representations by back-propagating errors
-
Rumelhart D.E., et al. Learning representations by back-propagating errors. Nature 323 (1986) 533-536
-
(1986)
Nature
, vol.323
, pp. 533-536
-
-
Rumelhart, D.E.1
-
2
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
Hinton G.E., and Salakhutdinov R.R. Reducing the dimensionality of data with neural networks. Science 313 (2006) 504-507
-
(2006)
Science
, vol.313
, pp. 504-507
-
-
Hinton, G.E.1
Salakhutdinov, R.R.2
-
3
-
-
0031875590
-
The role of the primary visual cortex in higher level vision
-
Lee T.S., et al. The role of the primary visual cortex in higher level vision. Vision Res. 38 (1998) 2429-2454
-
(1998)
Vision Res.
, vol.38
, pp. 2429-2454
-
-
Lee, T.S.1
-
4
-
-
0025718412
-
Distributed hierarchical processing in the primate cerebral cortex
-
Felleman D.J., and Van Essen D.C. Distributed hierarchical processing in the primate cerebral cortex. Cereb. Cortex 1 (1991) 1-47
-
(1991)
Cereb. Cortex
, vol.1
, pp. 1-47
-
-
Felleman, D.J.1
Van Essen, D.C.2
-
5
-
-
0026463329
-
On the computational architecture of the neocortex. II. The role of cortico-cortical loops
-
Mumford D. On the computational architecture of the neocortex. II. The role of cortico-cortical loops. Biol. Cybern. 66 (1992) 241-251
-
(1992)
Biol. Cybern.
, vol.66
, pp. 241-251
-
-
Mumford, D.1
-
7
-
-
0033556862
-
A unifying review of linear gaussian models
-
Roweis S., and Ghahramani Z. A unifying review of linear gaussian models. Neural Comput. 11 (1999) 305-345
-
(1999)
Neural Comput.
, vol.11
, pp. 305-345
-
-
Roweis, S.1
Ghahramani, Z.2
-
8
-
-
35348824407
-
-
Marks, T.K. and Movellan, J.R. (2001) Diffusion networks, products of experts, and factor analysis. In Proceedings of the International Conference on Independent Component Analysis (Lee, T. W. et al., eds), pp. 481-485, http://citeseer.ist.psu.edu/article/marks01diffusion.html
-
-
-
-
9
-
-
0029411030
-
An information-maximization approach to blind separation and blind deconvolution
-
Bell A.J., and Sejnowski T.J. An information-maximization approach to blind separation and blind deconvolution. Neural Comput. 7 (1995) 1129-1159
-
(1995)
Neural Comput.
, vol.7
, pp. 1129-1159
-
-
Bell, A.J.1
Sejnowski, T.J.2
-
11
-
-
0036856989
-
Face recognition by independent component analysis
-
Bartlett M.S., et al. Face recognition by independent component analysis. IEEE Trans. Neural Netw. 13 (2002) 1450-1464
-
(2002)
IEEE Trans. Neural Netw.
, vol.13
, pp. 1450-1464
-
-
Bartlett, M.S.1
-
12
-
-
0029938380
-
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
-
Olshausen B.A., and Field D. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381 (1996) 607-609
-
(1996)
Nature
, vol.381
, pp. 607-609
-
-
Olshausen, B.A.1
Field, D.2
-
14
-
-
84899016904
-
Bayesian unsupervised learning of higher order structure
-
Mozer M.C., et al. (Ed), MIT Press
-
Lewicki M.S., and Sejnowski T.J. Bayesian unsupervised learning of higher order structure. In: Mozer M.C., et al. (Ed). Advances in Neural Information Processing Systems Vol. 9 (1997), MIT Press 529-535
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
, pp. 529-535
-
-
Lewicki, M.S.1
Sejnowski, T.J.2
-
15
-
-
0036284161
-
A multi-layer sparse coding network learns contour coding from natural images
-
Hoyer P.O., and Hyvärinen A. A multi-layer sparse coding network learns contour coding from natural images. Vision Res. 42 (2002) 1593-1605
-
(2002)
Vision Res.
, vol.42
, pp. 1593-1605
-
-
Hoyer, P.O.1
Hyvärinen, A.2
-
16
-
-
0242636409
-
Image denoising using Gaussian scale mixtures in the wavelet domain
-
Portilla J., et al. Image denoising using Gaussian scale mixtures in the wavelet domain. IEEE Trans. Image Process. 12 (2004) 1338-1351
-
(2004)
IEEE Trans. Image Process.
, vol.12
, pp. 1338-1351
-
-
Portilla, J.1
-
17
-
-
33750590863
-
Soft mixer assignment in a hierarchical generative model of natural scene statistics
-
Schwartz O., et al. Soft mixer assignment in a hierarchical generative model of natural scene statistics. Neural Comput. 18 (2006) 2680-2718
-
(2006)
Neural Comput.
, vol.18
, pp. 2680-2718
-
-
Schwartz, O.1
-
18
-
-
0347517574
-
Learning higher-order structures in natural images
-
Karklin Y., and Lewicki M.S. Learning higher-order structures in natural images. Network 14 (2003) 483-499
-
(2003)
Network
, vol.14
, pp. 483-499
-
-
Karklin, Y.1
Lewicki, M.S.2
-
20
-
-
0032211901
-
Six principles for biologically based computational models of cortical cognition
-
O'Reilly R.C. Six principles for biologically based computational models of cortical cognition. Trends Cogn. Sci. 2 (1998) 455-462
-
(1998)
Trends Cogn. Sci.
, vol.2
, pp. 455-462
-
-
O'Reilly, R.C.1
-
21
-
-
0002834189
-
Autoencoders, minimum description length, and Helmholtz free energy
-
Hinton G.E., and Zemel R.S. Autoencoders, minimum description length, and Helmholtz free energy. Adv. Neural Inf. Process. Syst. 6 (1994) 3-10
-
(1994)
Adv. Neural Inf. Process. Syst.
, vol.6
, pp. 3-10
-
-
Hinton, G.E.1
Zemel, R.S.2
-
22
-
-
0029652445
-
The wake-sleep algorithm for self-organizing neural networks
-
Hinton G.E., et al. The wake-sleep algorithm for self-organizing neural networks. Science 268 (1995) 1158-1161
-
(1995)
Science
, vol.268
, pp. 1158-1161
-
-
Hinton, G.E.1
-
23
-
-
0002788893
-
A new view of the EM algorithm that justifies incremental, sparse and other variants
-
Jordan M.I. (Ed), Kluwer Academic Publishers
-
Neal R.M., and Hinton G.E. A new view of the EM algorithm that justifies incremental, sparse and other variants. In: Jordan M.I. (Ed). Learning in Graphical Models (1998), Kluwer Academic Publishers 355-368
-
(1998)
Learning in Graphical Models
, pp. 355-368
-
-
Neal, R.M.1
Hinton, G.E.2
-
24
-
-
0033225865
-
An introduction to variational methods for graphical models
-
Jordan M.I., et al. An introduction to variational methods for graphical models. Mach. Learn. 37 (1999) 183-233
-
(1999)
Mach. Learn.
, vol.37
, pp. 183-233
-
-
Jordan, M.I.1
-
27
-
-
4043124380
-
VIBES: a variational inference engine for Bayesian networks
-
Bishop C.M., et al. VIBES: a variational inference engine for Bayesian networks. Adv. Neural Inf. Process. Syst. 15 (2002) 793-800
-
(2002)
Adv. Neural Inf. Process. Syst.
, vol.15
, pp. 793-800
-
-
Bishop, C.M.1
-
29
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
Hinton G.E. Training products of experts by minimizing contrastive divergence. Neural Comput. 14 (2002) 1711-1800
-
(2002)
Neural Comput.
, vol.14
, pp. 1711-1800
-
-
Hinton, G.E.1
-
30
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
Hinton G.E., et al. A fast learning algorithm for deep belief nets. Neural Comput. 18 (2006) 1527-1554
-
(2006)
Neural Comput.
, vol.18
, pp. 1527-1554
-
-
Hinton, G.E.1
-
31
-
-
0036161034
-
Training invariant support vector machines
-
Decoste D., and Schoelkopf B. Training invariant support vector machines. Mach. Learn. 46 (2002) 161-190
-
(2002)
Mach. Learn.
, vol.46
, pp. 161-190
-
-
Decoste, D.1
Schoelkopf, B.2
-
32
-
-
84864073449
-
Greedy layerwise training of deep networks
-
Schoelkopf B., et al. (Ed), MIT Press
-
Bengio Y., et al. Greedy layerwise training of deep networks. In: Schoelkopf B., et al. (Ed). Advances in Neural Information Processing Systems Vol. 19 (2007), MIT Press 153-160
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 153-160
-
-
Bengio, Y.1
-
33
-
-
84864069017
-
Efficient learning of sparse representations with an energy-based model
-
Schoelkopf B., et al. (Ed), MIT Press
-
Ranzato M., et al. Efficient learning of sparse representations with an energy-based model. In: Schoelkopf B., et al. (Ed). Advances in Neural Information Processing Systems Vol. 19 (2007), MIT Press 1137-1144
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 1137-1144
-
-
Ranzato, M.1
-
35
-
-
84864026688
-
Modeling human motion using binary latent variables
-
Schoelkopf B., et al. (Ed), MIT Press
-
Taylor G.W., et al. Modeling human motion using binary latent variables. In: Schoelkopf B., et al. (Ed). Advances in Neural Information Processing Systems Vol. 19 (2007), MIT Press 1345-1352
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 1345-1352
-
-
Taylor, G.W.1
-
36
-
-
24644467818
-
Fields of experts: a framework for learning image priors
-
IEEE Press
-
Roth S., and Black M.J. Fields of experts: a framework for learning image priors. Computer Vision and Pattern Recognition Vol. 2 (2005), IEEE Press 860-867
-
(2005)
Computer Vision and Pattern Recognition
, vol.2
, pp. 860-867
-
-
Roth, S.1
Black, M.J.2
-
38
-
-
84899000641
-
Exponential family harmoniums with an application to information retrieval
-
Saul L.K., et al. (Ed), MIT Press
-
Welling M., et al. Exponential family harmoniums with an application to information retrieval. In: Saul L.K., et al. (Ed). Advances in Neural Information Processing Systems Vol. 17 (2005), MIT Press 1481-1488
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 1481-1488
-
-
Welling, M.1
-
41
-
-
34547983260
-
-
Salakhutdinov, R.R. et al. (2007) Restricted Boltzmann machines for collaborative filtering. In Proceedings of the 24th International Conference on Machine Learning (Ghahramani, Z., ed.), pp. 791-798, ACM Press New York}
-
-
-
-
42
-
-
35348846681
-
-
Bengio, Y. and Le Cun, Y. Scaling learning algorithms towards AI. In Large-Scale Kernel Machines (Bottou, L. et al., eds), MIT Press (in press)
-
-
-
-
43
-
-
84862289622
-
-
Welling, M. and Hinton, G.E. (2002) A new learning algorithm for mean field Boltzmann machines. In Artificial Neural Networks - ICANN 2002: International Conference, Madrid, Spain, August 28-30, 2002 (Lecture Notes in Computer Science Vol. 2415) (Dorronsoro, J.R., ed.), pp.351-357, Springer
-
-
-
-
44
-
-
35348917365
-
-
Osindero, S. and Hinton, G.E. Modelling image patches with a directed hierarchy of Markov random fields. Adv. Neural Inf. Process. Syst. 20 (in press)
-
-
-
|