-
1
-
-
21844502639
-
Learning by on-line gradient descent
-
Biehl, M., & Schwarze, H. (1995). Learning by on-line gradient descent. Journal of Physics, A28, 643-656.
-
(1995)
Journal of Physics, a
, vol.28
, pp. 643-656
-
-
Biehl, M.1
Schwarze, H.2
-
2
-
-
33847512042
-
Elementary differential equations and boundary value problems
-
Boyce, W.E., & DiPrima, R.C. (1986). Elementary differential equations and boundary value problems. New York: Wiley.
-
(1986)
New York: Wiley.
-
-
Boyce, W.E.1
Diprima, R.C.2
-
5
-
-
33646082796
-
Multiple-input describing functions and nonlinear system design
-
Gelb, A., & Vander Velde, W.E. (1968). Multiple-input describing functions and nonlinear system design. New York: McGraw-Hill.
-
(1968)
New York: McGraw-Hill.
-
-
Gelb, A.1
Vander Velde, W.E.2
-
6
-
-
0342426778
-
Avoiding local minima using a range expansion algorithm
-
Gorse, D., Shepherd, A., & Taylor, J.G. (1993). Avoiding local minima using a range expansion algorithm. Neural Network World, 5, 503-510.
-
(1993)
Neural Network World
, vol.5
, pp. 503-510
-
-
Gorse, D.1
Shepherd, A.2
Taylor, J.G.3
-
7
-
-
0031105896
-
The new ERA in supervised learning
-
Gorse, D., Shepherd, A., & Taylor, J.G. (1997). The new ERA in supervised learning. Neural Networks, 10, 343-352.
-
(1997)
Neural Networks
, vol.10
, pp. 343-352
-
-
Gorse, D.1
Shepherd, A.2
Taylor, J.G.3
-
9
-
-
0026206705
-
Analysis of gradient descent learning algorithms for multilayer feedforward neural networks
-
Guo, H., & Gelfand, S.B. (1991). Analysis of gradient descent learning algorithms for multilayer feedforward neural networks. IEEE Transactions on Circuits and Systems, 38, 883-894.
-
(1991)
IEEE Transactions on Circuits and Systems
, vol.38
, pp. 883-894
-
-
Guo, H.1
Gelfand, S.B.2
-
10
-
-
0024137490
-
Increased rates of convergence through learning rate adaptation
-
Jacobs, R.A. (1988). Increased rates of convergence through learning rate adaptation. Neural Networks, 1, 295-307.
-
(1988)
Neural Networks
, vol.1
, pp. 295-307
-
-
Jacobs, R.A.1
-
11
-
-
0029403658
-
An efficient constrained training algorithm for feedforward networks
-
Karras, D.A., & Perantonis, S.J. (1995). An efficient constrained training algorithm for feedforward networks. IEEE Transactions on Neural Networks, 6, 1420-1434.
-
(1995)
IEEE Transactions on Neural Networks
, vol.6
, pp. 1420-1434
-
-
Karras, D.A.1
Perantonis, S.J.2
-
12
-
-
0026376527
-
The effect of initial weights on premature saturation in back-propagation learning
-
Seattle, WA
-
Lee, Y., Oh, S., & Kim, M. (1991). The effect of initial weights on premature saturation in back-propagation learning. In Proceedings of International Joint Conference on Neural Networks (Vol. 1, pp. 765-770) Seattle, WA.
-
(1991)
In Proceedings of International Joint Conference on Neural Networks
, vol.1
, pp. 765-770
-
-
Lee, Y.1
Oh, S.2
Kim, M.3
-
14
-
-
0000294383
-
Complete solution of the local minima in the XOR problem
-
Lisboa, P.J.G., & Perantonis, S.J. (1991). Complete solution of the local minima in the XOR problem. Network, 2, 119-124.
-
(1991)
Network
, vol.2
, pp. 119-124
-
-
Lisboa, P.J.G.1
Perantonis, S.J.2
-
17
-
-
0012336733
-
-
(Tech. Rep. TR-47). Center for Computational Research in Economics and Management Science, Massachussets Institute of Technology
-
Parker, D.B. (1985). Learning-logic: casting the cortex of the human brain in silicon. (Tech. Rep. TR-47). Center for Computational Research in Economics and Management Science, Massachussets Institute of Technology.
-
(1985)
Learning-logic: Casting the Cortex of the Human Brain in Silicon
-
-
Parker, D.B.1
-
18
-
-
0029051931
-
An efficient constrained learning algorithm with momentum acceleration
-
Perantonis, S.J., & Karras, D.A. (1995). An efficient constrained learning algorithm with momentum acceleration. Neural Networks, 8, 237-249.
-
(1995)
Neural Networks
, vol.8
, pp. 237-249
-
-
Perantonis, S.J.1
Karras, D.A.2
-
19
-
-
84943274699
-
A direct adaptive method for faster backpropagation learning: The RPROP algorithm
-
SanFrancisco, CA
-
Riedmiller, M., & Braun, H. (1993). A direct adaptive method for faster backpropagation learning: the RPROP algorithm. In Proceedings of the International Conference on Neural Networks (Vol.1, pp. 586-591). San Francisco, CA.
-
(1993)
In Proceedings of the International Conference on Neural Networks Vol.
, vol.1
, pp. 586-591
-
-
Riedmiller, M.1
Braun, H.2
-
20
-
-
4243234689
-
On-line learning in soft-committee machines
-
Saad, D., & Solla, S.A. (1995a). On-line learning in soft-committee machines. Physical Review, E52, 4225-4243.
-
(1995)
Physical Review, E
, vol.52
, pp. 4225-4243
-
-
Saad, D.1
Solla, S.A.2
-
21
-
-
4243050152
-
Exact solution for on-line learning in multilayer neural networks
-
Saad, D., & Solla, S.A. (1995b). Exact solution for on-line learning in multilayer neural networks. Physical Review Letters, 74, 4337-4340.
-
(1995)
Physical Review Letters
, vol.74
, pp. 4337-4340
-
-
Saad, D.1
Solla, S.A.2
-
22
-
-
0025839203
-
Backpropagation separates where perceptrons do
-
Sontag, E.D., & Sussmann, H.J. (1991). Backpropagation separates where perceptrons do. Neural Networks, 4, 243-249.
-
(1991)
Neural Networks
, vol.4
, pp. 243-249
-
-
Sontag, E.D.1
Sussmann, H.J.2
-
23
-
-
0030586662
-
The error surface of the simplest XOR network has only global minima
-
Sprinkhuizen-Kuyper, I.G., & Boers, E.J.W. (1996). The error surface of the simplest XOR network has only global minima. Neural Computation, 8, 1301-1320.
-
(1996)
Neural Computation
, vol.8
, pp. 1301-1320
-
-
Sprinkhuizen-Kuyper, I.G.1
Boers, E.J.W.2
-
24
-
-
0026897370
-
Uniqueness of the weights for minimal feedforward nets with a given input-output map
-
Sussmann, H.J. (1992). Uniqueness of the weights for minimal feedforward nets with a given input-output map. Neural Networks, 5, 589-593.
-
(1992)
Neural Networks
, vol.5
, pp. 589-593
-
-
Sussmann, H.J.1
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