-
1
-
-
0026980087
-
How neural networks learn from experience
-
Sept.
-
G. E. Hinton, "How neural networks learn from experience," Sci. Amer., pp. 145-151, Sept. 1992.
-
(1992)
Sci. Amer.
, pp. 145-151
-
-
Hinton, G.E.1
-
2
-
-
0022471098
-
Learning representations by backpropagating errors
-
D. E. Rumelhart, G. E. Hinton, and R. J. Williams, "Learning representations by backpropagating errors," Nature, vol. 323, pp. 533-536, 1986.
-
(1986)
Nature
, vol.323
, pp. 533-536
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
4
-
-
0031127257
-
Efficient backpropagation learning using optimal learning rate and momentum
-
X.-H. Yu and G.-A. Chen, "Efficient backpropagation learning using optimal learning rate and momentum," Neural Networks, vol. 10, no. 3, pp. 517-527, 1997.
-
(1997)
Neural Networks
, vol.10
, Issue.3
, pp. 517-527
-
-
Yu, X.-H.1
Chen, G.-A.2
-
5
-
-
0001024110
-
First- and second-order methods for learning: Between steepest descent and Newton methods
-
R. Battiti, "First- and second-order methods for learning: Between steepest descent and Newton methods," Neural Comput., vol. 4, pp. 141-166, 1992.
-
(1992)
Neural Comput.
, vol.4
, pp. 141-166
-
-
Battiti, R.1
-
6
-
-
0030477946
-
Fast second-order learning algorithm for feedforward multilayer neural networks and its applications
-
S. Osowski, P. Bojarczak, and M. Stodolski, "Fast second-order learning algorithm for feedforward multilayer neural networks and its applications," Neural Networks, vol. 9, no. 9, pp. 1583-1596, 1996.
-
(1996)
Neural Networks
, vol.9
, Issue.9
, pp. 1583-1596
-
-
Osowski, S.1
Bojarczak, P.2
Stodolski, M.3
-
7
-
-
1842543156
-
Training feedforward network with Marquardt algorithm
-
Nov.
-
T. H. Martin and B. M. Mohammad, "Training feedforward network with Marquardt algorithm," IEEE Trans. Neural Networks, vol. 5, pp. 959-963, Nov. 1996.
-
(1996)
IEEE Trans. Neural Networks
, vol.5
, pp. 959-963
-
-
Martin, T.H.1
Mohammad, B.M.2
-
8
-
-
0000293377
-
Backpropagation learning for multilayer feedforward neural networks using the conjugate gradient method
-
E. M. Johansson, F. U. Dowla, and D. M. Goodman, "Backpropagation learning for multilayer feedforward neural networks using the conjugate gradient method," Int. J. Neural Systems, vol. 2, no. 4, pp. 291-302, 1992.
-
(1992)
Int. J. Neural Systems
, vol.2
, Issue.4
, pp. 291-302
-
-
Johansson, E.M.1
Dowla, F.U.2
Goodman, D.M.3
-
9
-
-
0027205884
-
A scaled conjugate gradient algorithm for fast supervised learning
-
M. S. Moller, "A scaled conjugate gradient algorithm for fast supervised learning," Neural Networks, vol. 6, no. 4, pp. 525-534, 1993.
-
(1993)
Neural Networks
, vol.6
, Issue.4
, pp. 525-534
-
-
Moller, M.S.1
-
10
-
-
0031028741
-
Effective backpropagation training with variable stepsize
-
G. D. Magoulas, M. N. Vrahatis, and G. S. Androulakis, "Effective backpropagation training with variable stepsize," Neural Networks, vol. 10, no. 1, pp. 69-82, 1997.
-
(1997)
Neural Networks
, vol.10
, Issue.1
, pp. 69-82
-
-
Magoulas, G.D.1
Vrahatis, M.N.2
Androulakis, G.S.3
-
11
-
-
0030142280
-
A fast multilayer neural-network training algorithm based on the layer-by-layer optimizing procedures
-
May
-
G.-J. Wang and C.-C. Chen, "A fast multilayer neural-network training algorithm based on the layer-by-layer optimizing procedures," IEEE Trans. Neural Networks, vol. 7, pp. 768-775, May 1996.
-
(1996)
IEEE Trans. Neural Networks
, vol.7
, pp. 768-775
-
-
Wang, G.-J.1
Chen, C.-C.2
-
12
-
-
0000014434
-
A generalized learning paradigm exploiting the structure of feedforward neural networks
-
Nov.
-
R. Parisi, E. D. Di Claudio, G. Orlandi, and B. D. Rao, "A generalized learning paradigm exploiting the structure of feedforward neural networks," IEEE Trans. Neural Networks, vol. 7, pp. 1450-1460, Nov. 1996.
-
(1996)
IEEE Trans. Neural Networks
, vol.7
, pp. 1450-1460
-
-
Parisi, R.1
Di Claudio, E.D.2
Orlandi, G.3
Rao, B.D.4
-
13
-
-
0030921134
-
TRUST: A deterministic algorithm for global optimization
-
May
-
J. Barhen, V. Protopopescu, and D. Reister, "TRUST: A deterministic algorithm for global optimization," Science, vol. 276, pp. 1094-1097, May 1997.
-
(1997)
Science
, vol.276
, pp. 1094-1097
-
-
Barhen, J.1
Protopopescu, V.2
Reister, D.3
-
14
-
-
0027575229
-
Terminal repeller unconstrained subenergy tunneling (TRUST) for fast global optimization
-
Apr.
-
B. C. Cetin, J. Barhen, and J. W. Burdick, "Terminal repeller unconstrained subenergy tunneling (TRUST) for fast global optimization," J. Optimization Theory Applicat., vol. 77, no. 1, pp. 97-126, Apr. 1993.
-
(1993)
J. Optimization Theory Applicat.
, vol.77
, Issue.1
, pp. 97-126
-
-
Cetin, B.C.1
Barhen, J.2
Burdick, J.W.3
-
16
-
-
0030121244
-
Advances in feedforward neural networks: Demystifying knowledge acquiring black boxes
-
Apr.
-
C. G. Looney, "Advances in feedforward neural networks: Demystifying knowledge acquiring black boxes," IEEE Trans. Knowledge Data Eng., vol. 8, pp. 211-226, Apr. 1996.
-
(1996)
IEEE Trans. Knowledge Data Eng.
, vol.8
, pp. 211-226
-
-
Looney, C.G.1
-
18
-
-
33747717259
-
A new global minimization method for training feedforward neural networks
-
to appear
-
P. RoyChowdhury, Y. P. Singh, and R. A. Chansarkar, "A new global minimization method for training feedforward neural networks," Neural Networks, to appear.
-
Neural Networks
-
-
Roychowdhury, P.1
Singh, Y.P.2
Chansarkar, R.A.3
-
19
-
-
0000646059
-
Learning internal representations by error propagation
-
D. E. Rumelhart and J. L. McClelland, Eds. Cambridge, MA: MIT Press
-
D. E. Rumelhart, G. E. Hinton, and R. J. Williams, "Learning internal representations by error propagation," in Parallel Distributed Processing: Explorations in the Microstructures of Cognition, D. E. Rumelhart and J. L. McClelland, Eds. Cambridge, MA: MIT Press, 1986, pp. 318-362.
-
(1986)
Parallel Distributed Processing: Explorations in the Microstructures of Cognition
, pp. 318-362
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
20
-
-
0004206211
-
-
New Delhi, India: Prentice-Hall of India
-
M. M. Mano, Digital Design, 2nd ed. New Delhi, India: Prentice-Hall of India, 1995.
-
(1995)
Digital Design, 2nd Ed.
-
-
Mano, M.M.1
|