-
1
-
-
0001578518
-
A learning algorithm for Boltzmann machines
-
Ackley, D. H., Hinton, G. E., & Sejnowski, T. J. (1985). A learning algorithm for Boltzmann machines. Cognitive Science, 9, 147-169.
-
(1985)
Cognitive Science
, vol.9
, pp. 147-169
-
-
Ackley, D.H.1
Hinton, G.E.2
Sejnowski, T.J.3
-
4
-
-
36149043226
-
Stability of the Sherrington-Kirkpatrick solution of a spin glass model
-
de Almeida, J. R. L., & Thouless, D. J. (1978). Stability of the Sherrington-Kirkpatrick solution of a spin glass model. J. Phys. A: Math. Gen., 11(5), 983-990.
-
(1978)
J. Phys. A: Math. Gen.
, vol.11
, Issue.5
, pp. 983-990
-
-
De Almeida, J.R.L.1
Thouless, D.J.2
-
5
-
-
84898997996
-
On a modification to the mean field em algorithm in factorial learning
-
M. C. Mozer, M. I. Jordan, & T. Petsche (Eds.), Cambridge, MA: MIT Press
-
Dunmur, A. P., & Titterington, D. M. (1997). On a modification to the mean field EM algorithm in factorial learning. In M. C. Mozer, M. I. Jordan, & T. Petsche (Eds.), Advances in neural information processing systems, 9 (pp. 431-437). Cambridge, MA: MIT Press.
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
, pp. 431-437
-
-
Dunmur, A.P.1
Titterington, D.M.2
-
7
-
-
0041001763
-
The limitations of deterministic Boltzmann machine learning
-
Galland, C. C. (1993). The limitations of deterministic Boltzmann machine learning. Network, 4(3), 355-379.
-
(1993)
Network
, vol.4
, Issue.3
, pp. 355-379
-
-
Galland, C.C.1
-
8
-
-
0021518209
-
Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
-
Geman, S., & Geman, D. (1984). Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans. Patt. Anal. Machine Intell., PAMI-6(6), 721-741.
-
(1984)
IEEE Trans. Patt. Anal. Machine Intell., PAMI-6
, vol.6
, Issue.6
, pp. 721-741
-
-
Geman, S.1
Geman, D.2
-
9
-
-
0001090290
-
How to expand around mean-field theory using high-temperature expansions
-
Georges, A., & Yedida, J. S. (1991). How to expand around mean-field theory using high-temperature expansions. J. Phys. A: Math. Gen., 24(9), 2173-2192.
-
(1991)
J. Phys. A: Math. Gen.
, vol.24
, Issue.9
, pp. 2173-2192
-
-
Georges, A.1
Yedida, J.S.2
-
11
-
-
0030734483
-
Pairwise data clustering by deterministic annealing
-
Errata, ibid., 19(2), 197, 1997
-
Hofmann, T., & Buhmann, J. M. (1997). Pairwise data clustering by deterministic annealing. IEEE Trans. Patt. Anal. Machine Intell., 19(1), 1-14. Errata, ibid., 19(2), 197, 1997.
-
(1997)
IEEE Trans. Patt. Anal. Machine Intell.
, vol.19
, Issue.1
, pp. 1-14
-
-
Hofmann, T.1
Buhmann, J.M.2
-
12
-
-
0001000562
-
Efficient learning in Boltzmann machines using linear response theory
-
Kappen, H. J., & Rodríguez, F. B. (1998a). Efficient learning in Boltzmann machines using linear response theory. Neural Computation, 10(5), 1137-1156.
-
(1998)
Neural Computation
, vol.10
, Issue.5
, pp. 1137-1156
-
-
Kappen, H.J.1
Rodríguez, F.B.2
-
13
-
-
84899012889
-
Boltzmann machine learning using mean field theory and linear response correction
-
M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Cambridge, MA: MIT Press
-
Kappen, H. J., & Rodríguez, F. B. (1998b). Boltzmann machine learning using mean field theory and linear response correction. In M. I. Jordan, M. J. Kearns, & S. A. Solla (Eds.), Advances in neural information processing systems, 10, (pp. 280-286). Cambridge, MA: MIT Press.
-
(1998)
Advances in Neural Information Processing Systems
, vol.10
, pp. 280-286
-
-
Kappen, H.J.1
Rodríguez, F.B.2
-
14
-
-
0000704106
-
Statistical theory of equations of state and phase transitions II lattice gas and Ising model
-
Lee, T. D., & Yang, C. N. (1952). Statistical theory of equations of state and phase transitions II lattice gas and Ising model. Phys. Rev., 87(3), 410-419.
-
(1952)
Phys. Rev.
, vol.87
, Issue.3
, pp. 410-419
-
-
Lee, T.D.1
Yang, C.N.2
-
15
-
-
0041001730
-
Learning higher order Boltzmann machines using linear response
-
L. Niklasson, M. Boden, & T. Ziemke (Eds.), Berlin: Springer-Verlag
-
Leisink, M. A. R., & Kappen, H. J. (1998). Learning higher order Boltzmann machines using linear response. In L. Niklasson, M. Boden, & T. Ziemke (Eds.), Proc. 8th Int. Conf. Artificial Neural Networks (pp. 511-516). Berlin: Springer-Verlag.
-
(1998)
Proc. 8th Int. Conf. Artificial Neural Networks
, pp. 511-516
-
-
Leisink, M.A.R.1
Kappen, H.J.2
-
16
-
-
0031558831
-
Mean-field theory for a spin-glass model of neural networks: TAP free energy and the paramagnetic to spin-glass transition
-
Nakanishi, K., & Takayama, H. (1997). Mean-field theory for a spin-glass model of neural networks: TAP free energy and the paramagnetic to spin-glass transition. J. Phys. A: Math. Gen., 30(23), 8085-8094.
-
(1997)
J. Phys. A: Math. Gen.
, vol.30
, Issue.23
, pp. 8085-8094
-
-
Nakanishi, K.1
Takayama, H.2
-
18
-
-
21844512278
-
Mean-field equations for spin models with orthogonal interaction matrices
-
Parisi, G., & Potters, M. (1995). Mean-field equations for spin models with orthogonal interaction matrices. J. Phys. A: Math. Gen., 28(18), 5267-5285.
-
(1995)
J. Phys. A: Math. Gen.
, vol.28
, Issue.18
, pp. 5267-5285
-
-
Parisi, G.1
Potters, M.2
-
19
-
-
0001406440
-
A mean field theory learning algorithm for neural networks
-
Peterson, C., & Anderson, J. R. (1987). A mean field theory learning algorithm for neural networks. Complex Systems, 1, 995-1019.
-
(1987)
Complex Systems
, vol.1
, pp. 995-1019
-
-
Peterson, C.1
Anderson, J.R.2
-
20
-
-
0001051762
-
Convergence condition of the TAP equation for the infinite-ranged Ising spin glass model
-
Plefka, T. (1982). Convergence condition of the TAP equation for the infinite-ranged Ising spin glass model. J. Phys. A: Math. Gen., 15(6), 1971-1978.
-
(1982)
J. Phys. A: Math. Gen.
, vol.15
, Issue.6
, pp. 1971-1978
-
-
Plefka, T.1
-
21
-
-
85156241149
-
Exploiting tractable structures in intractable networks
-
D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.), Cambridge, MA: MIT Press
-
Saul, L. K., & Jordan, M. I. (1996). Exploiting tractable structures in intractable networks. In D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.), Advances in neural information processing systems, 8, (pp. 486-492). Cambridge, MA: MIT Press.
-
(1996)
Advances in Neural Information Processing Systems
, vol.8
, pp. 486-492
-
-
Saul, L.K.1
Jordan, M.I.2
-
22
-
-
4444384303
-
Solvable odel of a spin-glass
-
Sherrington, D., & Kirkpatrick, S. (1975). Solvable odel of a spin-glass. Phys. Rev. Lett., 35(26), 1792-1796.
-
(1975)
Phys. Rev. Lett.
, vol.35
, Issue.26
, pp. 1792-1796
-
-
Sherrington, D.1
Kirkpatrick, S.2
-
23
-
-
0030142403
-
Information geometry of mean field theory
-
Tanaka, T. (1996). Information geometry of mean field theory. IEICE Trans. Fundamentals, E79-A(5), 709-715.
-
(1996)
IEICE Trans. Fundamentals
, vol.E79-A
, Issue.5
, pp. 709-715
-
-
Tanaka, T.1
-
24
-
-
0001143296
-
Mean field theory of Boltzmann machine learning
-
Tanaka, T. (1998a). Mean field theory of Boltzmann machine learning. Phys. Rev. E, 58(2), 2302-2310.
-
(1998)
Phys. Rev. E
, vol.58
, Issue.2
, pp. 2302-2310
-
-
Tanaka, T.1
-
25
-
-
0041002784
-
Estimation of third-order correlations within mean field approximation
-
S. Usui & T. Omori (Eds.)
-
Tanaka, T. (1998b). Estimation of third-order correlations within mean field approximation. In S. Usui & T. Omori (Eds.), Proc. Fifth Int. Conf. Neural Info. Process. '98 Kitakyushu (Vol. 1, pp. 554-557).
-
(1998)
Proc. Fifth Int. Conf. Neural Info. Process. '98 Kitakyushu
, vol.1
, pp. 554-557
-
-
Tanaka, T.1
-
26
-
-
84996241537
-
Solution of "Solvable model of a spin glass."
-
Thouless, D. J., Anderson, P. W., & Palmer, R. G. (1977). Solution of "Solvable model of a spin glass." Phil. Mag., 35(3), 593-601.
-
(1977)
Phil. Mag.
, vol.35
, Issue.3
, pp. 593-601
-
-
Thouless, D.J.1
Anderson, P.W.2
Palmer, R.G.3
-
27
-
-
7544232801
-
The fully frustrated Ising model in infinite dimensions
-
Yedida, J. S., & Georges, A. (1990). The fully frustrated Ising model in infinite dimensions. J. Phys. A: Math. Gen., 23(11), 2165-2171.
-
(1990)
J. Phys. A: Math. Gen.
, vol.23
, Issue.11
, pp. 2165-2171
-
-
Yedida, J.S.1
Georges, A.2
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