-
1
-
-
10944272650
-
Extreme learning machine: A new learning scheme of feedforward neural networks
-
(Budapest, Hungary), July
-
G.-B. Huang, Q.-Y. Zhu, and C.-K. Slew, "Extreme learning machine: A new learning scheme of feedforward neural networks," in Proceedings of 2004 International Joint Conference on Neural Networks (IJCNN'2004), (Budapest, Hungary), July 2004.
-
(2004)
Proceedings of 2004 International Joint Conference on Neural Networks (IJCNN'2004)
-
-
Huang, G.-B.1
Zhu, Q.-Y.2
Slew, C.-K.3
-
2
-
-
0000646059
-
Learning internal representations by error propagation
-
D. E. Rumellhart, G. E. Hinton, and R. J. Williams, "Learning internal representations by error propagation," Parallel Distribution Processing: Explanations in the Microstructure of Cognition, vol. 1, pp. 318-362, 1986.
-
(1986)
Parallel Distribution Processing: Explanations in the Microstructure of Cognition
, vol.1
, pp. 318-362
-
-
Rumellhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
3
-
-
0035273020
-
A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm
-
S. Abid, F. Fnaiech, and M. Najim, "A fast feedforward training algorithm using a modified form of the standard backpropagation algorithm," IEEE Transactions on Neural Networks, vol. 12, no. 2, pp. 424 -430, 2001.
-
(2001)
IEEE Transactions on Neural Networks
, vol.12
, Issue.2
, pp. 424-430
-
-
Abid, S.1
Fnaiech, F.2
Najim, M.3
-
4
-
-
0028426766
-
An accelerating learning algorithm for multilayer perceptron networks
-
A. Parlos, B. Fernandez, A. Atiya, J. Muthusami, and W. Tsai, "An accelerating learning algorithm for multilayer perceptron networks," IEEE Transactions on Neural Networks, vol. 5, pp. 493-497, 1994.
-
(1994)
IEEE Transactions on Neural Networks
, vol.5
, pp. 493-497
-
-
Parlos, A.1
Fernandez, B.2
Atiya, A.3
Muthusami, J.4
Tsai, W.5
-
5
-
-
0029304808
-
Dynamic learning rate optimization of the back-propagation algorithm
-
X. H. Yu, G. A. Chen, and S. X. Cheng, "Dynamic learning rate optimization of the back-propagation algorithm," IEEE Transactions on Neural Networks, vol. 6, pp. 669-677, 1995.
-
(1995)
IEEE Transactions on Neural Networks
, vol.6
, pp. 669-677
-
-
Yu, X.H.1
Chen, G.A.2
Cheng, S.X.3
-
6
-
-
0001632845
-
On the capabilities of multilayer perceptrons
-
E. Baum, "On the capabilities of multilayer perceptrons," Journal of Complexity, vol. 4, pp. 193-215, 1988.
-
(1988)
Journal of Complexity
, vol.4
, pp. 193-215
-
-
Baum, E.1
-
7
-
-
0037361264
-
Learning capability and storage capacity of two-hidden-layer feedforward networks
-
G.-B. Huang, "Learning capability and storage capacity of two-hidden-layer feedforward networks," IEEE Transactions on Neural Networks, vol. 14, no. 2, pp. 274 -281, 2003.
-
(2003)
IEEE Transactions on Neural Networks
, vol.14
, Issue.2
, pp. 274-281
-
-
Huang, G.-B.1
-
8
-
-
0031673055
-
Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions
-
G.-B. Huang and H. A. Babri, "Upper bounds on the number of hidden neurons in feedforward networks with arbitrary bounded nonlinear activation functions," IEEE Transactions on Neural Networks, vol. 9, no. 1, pp. 224-229, 1998.
-
(1998)
IEEE Transactions on Neural Networks
, vol.9
, Issue.1
, pp. 224-229
-
-
Huang, G.-B.1
Babri, H.A.2
-
10
-
-
0032028728
-
The sample complexity of pattern classification with neural networks: The size of the weights is more important than the size of the network
-
P. Bartlett, "The sample complexity of pattern classification with neural networks: the size of the weights is more important than the size of the network," IEEE Transactions on Information Theory, vol. 44, no. 2, pp. 525-536, 1998.
-
(1998)
IEEE Transactions on Information Theory
, vol.44
, Issue.2
, pp. 525-536
-
-
Bartlett, P.1
-
11
-
-
84898957627
-
For valid generalization the size of the weights is more important than the size of the network
-
(M. C. Mozer, M. I. Jordan, and T. Petsche, eds.), The MIT Press
-
P. L. Bartlett, "For valid generalization the size of the weights is more important than the size of the network," in Advances in Neural Information Processing Systems (M. C. Mozer, M. I. Jordan, and T. Petsche, eds.), vol. 9, pp. 134-140, The MIT Press, 1997.
-
(1997)
Advances in Neural Information Processing Systems
, vol.9
, pp. 134-140
-
-
Bartlett, P.L.1
-
12
-
-
0028543366
-
Training feedforward networks with the marquardt algorithm
-
M. T. Hagan and M. B. Menhaj, "Training feedforward networks with the marquardt algorithm," IEEE Transactions on Neural Networks, vol. 5, no. 6, pp. 989-993, 1994.
-
(1994)
IEEE Transactions on Neural Networks
, vol.5
, Issue.6
, pp. 989-993
-
-
Hagan, M.T.1
Menhaj, M.B.2
|