-
1
-
-
0024861871
-
Approximation by superposfitions of a sigmoidal function
-
G. Cybenko, "Approximation by superposfitions of a sigmoidal function," Mathematical Control Signals, vol. 2, pp. 303-314, 1989.
-
(1989)
Mathematical Control Signals
, vol.2
, pp. 303-314
-
-
Cybenko, G.1
-
2
-
-
0024880831
-
Multilayer feedforward networks are universal approximators
-
K. Hornik, M. Stinchcombe, and H. White, "Multilayer feedforward networks are universal approximators," Neural Networks, vol. 2, pp. 359-366, 1989.
-
(1989)
Neural Networks
, vol.2
, pp. 359-366
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
3
-
-
0000778985
-
Predicting sunspots and exchange rates with connectionist networks
-
M. Casdagli and S. Eubank. AddisonWelsey, Ed. Redwood City
-
A. S. Weigend, B. A. Huberman, and D. E. Rumelhart, "Predicting sunspots and exchange rates with connectionist networks," in Nonlinear Modeling and Forecasting, M. Casdagli and S. Eubank. AddisonWelsey, Ed. Redwood City, 1992, pp. 395-432.
-
(1992)
Nonlinear Modeling and Forecasting
, pp. 395-432
-
-
Weigend, A.S.1
Huberman, B.A.2
Rumelhart, D.E.3
-
4
-
-
0000539096
-
Generalization by weight-elimination with application to forecasting
-
A. S. Weigend, D. E. Rumelhart, and B. A. Huberman, "Generalization by weight-elimination with application to forecasting," Advances in Neural Information Processing Systems, vol. 3, pp. 875-882, 1991.
-
(1991)
Advances in Neural Information Processing Systems
, vol.3
, pp. 875-882
-
-
Weigend, A.S.1
Rumelhart, D.E.2
Huberman, B.A.3
-
5
-
-
0024124328
-
Economic prediction using neural networks: The case of IBM daily stock returns
-
San Diego
-
H. White, "Economic prediction using neural networks: The case of IBM daily stock returns," in Proc. 2nd Annu. IEEE Conf. on Neural Networks, San Diego, 1988, pp. 451-458.
-
(1988)
Proc. 2nd Annu. IEEE Conf. on Neural Networks
, pp. 451-458
-
-
White, H.1
-
6
-
-
84983857211
-
Forecasting exchange rates using feedforward and recurrent neural networks
-
C. M. Kuan and T. Liu, "Forecasting exchange rates using feedforward and recurrent neural networks," Journal of Applied Econometrics, vol. 10, pp. 347-364, 1995.
-
(1995)
Journal of Applied Econometrics
, vol.10
, pp. 347-364
-
-
Kuan, C.M.1
Liu, T.2
-
7
-
-
33947732099
-
Forecasting exchange rate better with artificial neural network
-
C. Panda and V. Narasimhan, "Forecasting exchange rate better with artificial neural network," Journal of Policy Modeling, vol. 29, pp. 227-236, 2007.
-
(2007)
Journal of Policy Modeling
, vol.29
, pp. 227-236
-
-
Panda, C.1
Narasimhan, V.2
-
8
-
-
70450069620
-
Optimal artificial neural network topology for foreign exchange forecasting
-
New York
-
A. Emam, "Optimal artificial neural network topology for foreign exchange forecasting," in Proc. 46th Annu. Southeast Regional Conf. on XX, New York, 2008, pp. 63-68.
-
(2008)
Proc. 46th Annu. Southeast Regional Conf. on
, vol.20
, pp. 63-68
-
-
Emam, A.1
-
9
-
-
0036855813
-
Forecasting daily foreign exchange rates using genetically optimized neural networks
-
A. K. Nag and A. Mitra, "Forecasting daily foreign exchange rates using genetically optimized neural networks," Journal of Forecasting, vol. 21, pp. 501-511, 2002.
-
(2002)
Journal of Forecasting
, vol.21
, pp. 501-511
-
-
Nag, A.K.1
Mitra, A.2
-
10
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
G. E. Hinton, "A fast learning algorithm for deep belief nets," Neural Computation, vol. 18, pp.1527-1554, 2006.
-
(2006)
Neural Computation
, vol.18
, pp. 1527-1554
-
-
Hinton, G.E.1
-
11
-
-
71149119164
-
Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations
-
Montreal
-
H. Lee, R. Grosse, R. Ranganath and A. Y. Ng, "Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations," in Proc. 26th Int. Conf. on Machine Learning, Montreal, 2009, pp. 609-616.
-
(2009)
Proc. 26th Int. Conf. on Machine Learning
, pp. 609-616
-
-
Lee, H.1
Grosse, R.2
Ranganath, R.3
Ng, A.Y.4
-
12
-
-
33746600649
-
Reducing the dimensionality of data with neural networks
-
G. Hinton and R. Salakhutdinov, "Reducing the dimensionality of data with neural networks," Science, vol. 313, pp. 504-507, 2006.
-
(2006)
Science
, vol.313
, pp. 504-507
-
-
Hinton, G.1
Salakhutdinov, R.2
-
13
-
-
84899000641
-
Exponential family harmoniums with an application to information retrieval
-
M. Welling, M. Rosen-Zvi and G. Hinton, "Exponential family harmoniums with an application to information retrieval," Advances in Neural Information Processing Systems, vol. 17, pp. 1481-1488, 2005.
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 1481-1488
-
-
Welling, M.1
Rosen-Zvi, M.2
Hinton, G.3
-
14
-
-
0034800921
-
Novelty detection using products of simple experts-a potential architecture for embedded systems
-
A. F. Murray, "Novelty detection using products of simple experts-a potential architecture for embedded systems," Neural Networks, vol. 14, pp. 1257-1264, 2001.
-
(2001)
Neural Networks
, vol.14
, pp. 1257-1264
-
-
Murray, A.F.1
-
15
-
-
0037768682
-
Continuous restricted Boltzmann machine with an implementable training algorithm
-
H. Chen and A.F. Murray, "Continuous restricted Boltzmann machine with an implementable training algorithm," IEE Proc-Vis. Image Signal Process., vol. 120, pp. 153-158, 2003.
-
(2003)
IEE Proc-Vis. Image Signal Process
, vol.120
, pp. 153-158
-
-
Chen, H.1
Murray, A.F.2
-
17
-
-
84898944413
-
Continuous sigmoidal belief networks trained using slice sampling
-
B. J. Frey, "Continuous sigmoidal belief networks trained using slice sampling," Advances in Neural Information Processing Systems, vol. 9, pp. 452-458, 1997.
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
, pp. 452-458
-
-
Frey, B.J.1
-
18
-
-
0032133950
-
Neural network forecasting of the British pound/US dollar exchange rate
-
Z. Gioqinang and M. Y. Hu, "Neural network forecasting of the British pound/US dollar exchange rate," International Journal of Management Sxience, vol. 26, pp. 495-506, 1998.
-
(1998)
International Journal of Management Sxience
, vol.26
, pp. 495-506
-
-
Gioqinang, Z.1
Hu, M.Y.2
-
19
-
-
45749110924
-
Representational power of restricted Boltzmann machines and deep belief networks
-
N. Le Roux and Y. Bengio, "Representational power of restricted Boltzmann machines and deep belief networks," Neural Computation, vol. 20, pp. 1631-1649, 2008.
-
(2008)
Neural Computation
, vol.20
, pp. 1631-1649
-
-
Le Roux, N.1
Bengio, Y.2
|