-
1
-
-
0022471098
-
Learning representations of backpropagation errors
-
Rumelhart, D.E., Hinton, G.E., William, R.J.: Learning representations of backpropagation errors. Nature 323, 533-536 (1986)
-
(1986)
Nature
, vol.323
, pp. 533-536
-
-
Rumelhart, D.E.1
Hinton, G.E.2
William, R.J.3
-
2
-
-
34250094997
-
Accelerating the convergence of back-propagation method
-
Vogl, T.P., Mangis, J.K., Rigler, A.K., Zink, W.T., Alkon, D.L.: Accelerating the convergence of back-propagation method. Biological Cybernetics 59, 257-263 (1988)
-
(1988)
Biological Cybernetics
, vol.59
, pp. 257-263
-
-
Vogl, T.P.1
Mangis, J.K.2
Rigler, A.K.3
Zink, W.T.4
Alkon, D.L.5
-
3
-
-
0024137490
-
Increased rates of convergence through learning rate adaptation
-
Jacobs, R.A.: Increased rates of convergence through learning rate adaptation. Neural Networks 1(4), 295-308 (1988)
-
(1988)
Neural Networks
, vol.1
, Issue.4
, pp. 295-308
-
-
Jacobs, R.A.1
-
4
-
-
0001857994
-
Efficient BackProp
-
Orr, G.B, Müller, K.-R, eds, Neural Networks: Tricks of the Trade, Springer, Heidelberg
-
LeCun, Y., Bottou, L., Orr, G.B., Müller, K.-R.: Efficient BackProp. In: Orr, G.B., Müller, K.-R. (eds.) Neural Networks: Tricks of the Trade. LNCS, vol. 1524, Springer, Heidelberg (1998)
-
(1998)
LNCS
, vol.1524
-
-
LeCun, Y.1
Bottou, L.2
Orr, G.B.3
Müller, K.-R.4
-
5
-
-
0028543366
-
Training feedforward networks with the Marquardt algorithm
-
Hagan, M.T., Menhaj, M.: Training feedforward networks with the Marquardt algorithm. IEEE Transactions on Neural Networks 5(6), 989-993 (1994)
-
(1994)
IEEE Transactions on Neural Networks
, vol.5
, Issue.6
, pp. 989-993
-
-
Hagan, M.T.1
Menhaj, M.2
-
6
-
-
0010515793
-
A derivation of conjugate gradients
-
Lootsma, F.A, ed, Academic Press, London
-
Beale, E.M.L.: A derivation of conjugate gradients. In: Lootsma, F.A. (ed.) Numerical methods for nonlinear optimization, pp. 39-43. Academic Press, London (1972)
-
(1972)
Numerical methods for nonlinear optimization
, pp. 39-43
-
-
Beale, E.M.L.1
-
7
-
-
0027224761
-
A Learning Algorithm for Multilayered Neural Networks Based on Linear Least-Squares Problems
-
Biegler-König, F., Bärmann, F.: A Learning Algorithm for Multilayered Neural Networks Based on Linear Least-Squares Problems. Neural Networks 6, 127-131 (1993)
-
(1993)
Neural Networks
, vol.6
, pp. 127-131
-
-
Biegler-König, F.1
Bärmann, F.2
-
8
-
-
0031193520
-
A New method in determining the initial weights of feedforward neural networks
-
Yam, J.Y.F., Chow, T.W.S, Leung, C.T.: A New method in determining the initial weights of feedforward neural networks. Neurocomputing 16(1), 23-32 (1997)
-
(1997)
Neurocomputing
, vol.16
, Issue.1
, pp. 23-32
-
-
Yam, J.Y.F.1
Chow, T.W.S.2
Leung, C.T.3
-
10
-
-
0040081679
-
A global optimum approach for one-layer neural networks
-
Castillo, E., Fontenla-Romero, O., Alonso Betanzos, A., Guijarro-Berdiñas, B.: A global optimum approach for one-layer neural networks. Neural Computation 14(6), 1429-1449 (2002)
-
(2002)
Neural Computation
, vol.14
, Issue.6
, pp. 1429-1449
-
-
Castillo, E.1
Fontenla-Romero, O.2
Alonso Betanzos, A.3
Guijarro-Berdiñas, B.4
-
11
-
-
33745736708
-
Linear least-squares based methods for neural networks learning
-
Kaynak, O, Alpaydin, E, Oja, E, Xu, L, eds, ICANN 2003 and ICONIP 2003, Springer, Heidelberg
-
Fontenla-Romero, O., Erdogmus, D., Principe, J.C., Alonso-Betanzos, A., Castillo, E.: Linear least-squares based methods for neural networks learning. In: Kaynak, O., Alpaydin, E., Oja, E., Xu, L. (eds.) ICANN 2003 and ICONIP 2003. LNCS, vol. 2714, pp. 84-91. Springer, Heidelberg (2003)
-
(2003)
LNCS
, vol.2714
, pp. 84-91
-
-
Fontenla-Romero, O.1
Erdogmus, D.2
Principe, J.C.3
Alonso-Betanzos, A.4
Castillo, E.5
-
12
-
-
15344345111
-
Linear-Least-Squares Initialization of Multilayer Perceptrons Through Backpropagation of the Desired Response
-
Erdogmus, D., Fontenla-Romero, O., Principe, J.C., Alonso-Betanzos, A., Castillo, E.: Linear-Least-Squares Initialization of Multilayer Perceptrons Through Backpropagation of the Desired Response. IEEE Transactions on Neural Networks 16(2), 325-337 (2005)
-
(2005)
IEEE Transactions on Neural Networks
, vol.16
, Issue.2
, pp. 325-337
-
-
Erdogmus, D.1
Fontenla-Romero, O.2
Principe, J.C.3
Alonso-Betanzos, A.4
Castillo, E.5
-
13
-
-
0025536870
-
Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights
-
Nguyen, D., Widrow, B.: Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights. In: Proceedings of the International Joint Conference on Neural Networks, vol. 3, pp. 21-26 (1990)
-
(1990)
Proceedings of the International Joint Conference on Neural Networks
, vol.3
, pp. 21-26
-
-
Nguyen, D.1
Widrow, B.2
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