-
3
-
-
0030303864
-
Incremental least-squares methods and the extended Kalman filter
-
3
-
Bertsekas, D.P.: Incremental least-squares methods and the extended Kalman filter. SIAM J. Optim. 6(3), 807-822 (1996)
-
(1996)
SIAM J. Optim.
, vol.6
, pp. 807-822
-
-
Bertsekas, D.P.1
-
4
-
-
0344592212
-
Enhanced multi-stream Kalman filter training for recurrent networks
-
Dordrecht Kluwer Academic
-
Feldkamp, L.A., Prokhorov, D.V., Eagen, C.F., Yuan, F.: Enhanced multi-stream Kalman filter training for recurrent networks. In: Suykens, J., Vandewalle, J. (eds.) Nonlinear Modeling: Advanced Black-Box Techniques, pp. 29-53. Kluwer Academic, Dordrecht (1998)
-
(1998)
Nonlinear Modeling: Advanced Black-Box Techniques
, pp. 29-53
-
-
Feldkamp, L.A.1
Prokhorov, D.V.2
Eagen, C.F.3
Yuan, F.4
Suykens, J.5
Vandewalle, J.6
-
5
-
-
0242365738
-
The incremental Gauss-Newton algorithm with adaptive stepsize rule
-
2
-
Moriyama, H., Yamashita, N., Fukushima, M.: The incremental Gauss-Newton algorithm with adaptive stepsize rule. Comput. Optim. Appl. 26(2), 107-141 (2003)
-
(2003)
Comput. Optim. Appl.
, vol.26
, pp. 107-141
-
-
Moriyama, H.1
Yamashita, N.2
Fukushima, M.3
-
6
-
-
1542613287
-
Consistency for the least squares estimator in nonlinear regression model
-
2
-
Shuhe, H.: Consistency for the least squares estimator in nonlinear regression model. Stat. Probab. Lett. 67(2), 183-192 (2004)
-
(2004)
Stat. Probab. Lett.
, vol.67
, pp. 183-192
-
-
Shuhe, H.1
-
7
-
-
0032665007
-
Stochastic stability of the discrete-time extended Kalman filter
-
4
-
Reif, K., Günter, S., Yaz, E., Unbehauen, R.: Stochastic stability of the discrete-time extended Kalman filter. IEEE Trans. Autom. Control 44(4), 714-728 (1999)
-
(1999)
IEEE Trans. Autom. Control
, vol.44
, pp. 714-728
-
-
Reif, K.1
Günter, S.2
Yaz, E.3
Unbehauen, R.4
-
8
-
-
18144390163
-
Learning with generalization capability by kernel methods of bounded complexity
-
3
-
Kůrková, V., Sanguineti, M.: Learning with generalization capability by kernel methods of bounded complexity. J. Complex. 21(3), 350-367 (2005)
-
(2005)
J. Complex.
, vol.21
, pp. 350-367
-
-
Kůrková, V.1
Sanguineti, M.2
-
9
-
-
0000646059
-
Learning internal representation by error propagation
-
Rumelhart, D.E., McClelland, J.L., PDP Research Group (eds.) Cambridge MIT
-
Rumelhart, D.E., Hinton, G.E., Williams, R.J.: Learning internal representation by error propagation. In: Rumelhart, D.E., McClelland, J.L., PDP Research Group (eds.) Parallel Distributed Processing: Explorations in the Microstructures of Cognition, vol. I: Foundations, pp. 318-362. MIT, Cambridge (1986)
-
(1986)
Parallel Distributed Processing: Explorations in the Microstructures of Cognition, Vol. I: Foundations
, pp. 318-362
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
10
-
-
0025488663
-
30 years of adaptive neural networks: Perceptron, madaline, and backpropagation
-
9
-
Widrow, B., Lehr, M.A.: 30 years of adaptive neural networks: perceptron, madaline, and backpropagation. Proc. IEEE 78(9), 1415-1442 (1990)
-
(1990)
Proc. IEEE
, vol.78
, pp. 1415-1442
-
-
Widrow, B.1
Lehr, M.A.2
-
11
-
-
0003991797
-
-
SIAM Philadelphia Reprint of the 1972 edition by Academic, Now York
-
Ortega, J.M.: Numerical Analysis: A Second Course. SIAM, Philadelphia (1990). Reprint of the 1972 edition by Academic, Now York
-
(1990)
Numerical Analysis: A Second Course
-
-
Ortega, J.M.1
-
13
-
-
85011438572
-
Approximation theory of the MLP model in neural networks
-
Pinkus, A.: Approximation theory of the MLP model in neural networks. Acta Numer. 8, 143-196 (1999)
-
(1999)
Acta Numer.
, vol.8
, pp. 143-196
-
-
Pinkus, A.1
-
14
-
-
0000106040
-
Universal approximation using radial-basis-function networks
-
2
-
Park, J., Sandberg, I.W.: Universal approximation using radial-basis-function networks. Neural Comput. 3(2), 246-257 (1991)
-
(1991)
Neural Comput.
, vol.3
, pp. 246-257
-
-
Park, J.1
Sandberg, I.W.2
-
15
-
-
0030195986
-
A theoretical comparison of batch-mode, on-line, cyclic, and almost-cyclic learning
-
4
-
Heskes, T., Wiegerinck, W.: A theoretical comparison of batch-mode, on-line, cyclic, and almost-cyclic learning. IEEE Trans. Neural Netw. 7(4), 919-925 (1996)
-
(1996)
IEEE Trans. Neural Netw.
, vol.7
, pp. 919-925
-
-
Heskes, T.1
Wiegerinck, W.2
-
17
-
-
0027539898
-
The iterated Kalman filter update as a Gauss-Newton method
-
2
-
Bell, B.M., Cathey, F.W.: The iterated Kalman filter update as a Gauss-Newton method. IEEE Trans Autom. Control 38(2), 294-297 (1993)
-
(1993)
IEEE Trans Autom. Control
, vol.38
, pp. 294-297
-
-
Bell, B.M.1
Cathey, F.W.2
-
19
-
-
0001024110
-
First- and second-order methods for learning: Between steepest descent and Newton's method
-
2
-
Battiti, R.: First- and second-order methods for learning: between steepest descent and Newton's method. Neural Comput. 4(2), 141-166 (1992)
-
(1992)
Neural Comput.
, vol.4
, pp. 141-166
-
-
Battiti, R.1
-
20
-
-
0025593679
-
SuperSAB: Fast adaptive backpropagation with good scaling properties
-
5
-
Tollenaere, T.: SuperSAB: fast adaptive backpropagation with good scaling properties. Neural Netw. 3(5), 561-573 (1990)
-
(1990)
Neural Netw.
, vol.3
, pp. 561-573
-
-
Tollenaere, T.1
-
21
-
-
0024137490
-
Increased rates of convergence through learning rate adaption
-
4
-
Jacobs, R.A.: Increased rates of convergence through learning rate adaption. Neural Netw. 1(4), 295-307 (1988)
-
(1988)
Neural Netw.
, vol.1
, pp. 295-307
-
-
Jacobs, R.A.1
-
22
-
-
0030572649
-
A comparison of nonlinear optimization methods for supervised learning in multilayer feedforward neural networks
-
2
-
Denton, J.W., Hung, M.S.: A comparison of nonlinear optimization methods for supervised learning in multilayer feedforward neural networks. Eur. J. Oper. Res. 93(2), 358-368 (1996)
-
(1996)
Eur. J. Oper. Res.
, vol.93
, pp. 358-368
-
-
Denton, J.W.1
Hung, M.S.2
-
23
-
-
0025558060
-
Approximation and learning unknown mappings using multilayer feedforward networks with bounded weights
-
Stinchcombe, M., White, H.: Approximation and learning unknown mappings using multilayer feedforward networks with bounded weights. In: Proc. Int. Joint Conf. on Neural Networks IJCNN'90, pp. III7-III16 (1990)
-
(1990)
Proc. Int. Joint Conf. on Neural Networks IJCNN'90
-
-
Stinchcombe, M.1
White, H.2
-
24
-
-
0000221272
-
Training multilayer perceptrons with the extended Kalman algorithm
-
San Mateo Morgan Kaufmann
-
Singhal, S., Wu, L.: Training multilayer perceptrons with the extended Kalman algorithm. In: Touretzky, D.S. (ed.) Advances in Neural Information Processing Systems 1, pp. 133-140. Morgan Kaufmann, San Mateo (1989)
-
(1989)
Advances in Neural Information Processing Systems 1
, pp. 133-140
-
-
Singhal, S.1
Wu, L.2
Touretzky, D.S.3
-
25
-
-
0000971113
-
Comparative analysis of backpropagation and the extended Kalman filter for training multilayer perceptrons
-
6
-
Ruck, D.W., Rogers, S.K., Kabrisky, M., Maybeck, P.S., Oxley, M.E.: Comparative analysis of backpropagation and the extended Kalman filter for training multilayer perceptrons. IEEE Trans. Pattern Anal. Mach. Intell. 14(6), 686-691 (1992)
-
(1992)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.14
, pp. 686-691
-
-
Ruck, D.W.1
Rogers, S.K.2
Kabrisky, M.3
Maybeck, P.S.4
Oxley, M.E.5
-
26
-
-
0026841022
-
A real-time learning algorithm for a multilayered neural network based on the extended Kalman filter
-
4
-
Iiguni, Y., Sakai, H., Tokumaru, H.: A real-time learning algorithm for a multilayered neural network based on the extended Kalman filter. IEEE Trans. Signal Process. 40(4), 959-966 (1992)
-
(1992)
IEEE Trans. Signal Process.
, vol.40
, pp. 959-966
-
-
Iiguni, Y.1
Sakai, H.2
Tokumaru, H.3
-
27
-
-
0033525269
-
Statistical mechanics of EKF learning in neural networks
-
9
-
Schottky, B., Saad, D.: Statistical mechanics of EKF learning in neural networks. J. Phys. A: Math. Gen. 32(9), 1605-1621 (1999)
-
(1999)
J. Phys. A: Math. Gen.
, vol.32
, pp. 1605-1621
-
-
Schottky, B.1
Saad, D.2
-
29
-
-
0035507079
-
Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks
-
6
-
Leung, C.-S., Tsoi, A.-C., Chan, L.W.: Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks. IEEE Trans. Neural Netw. 12(6), 1314-1332 (2001)
-
(2001)
IEEE Trans. Neural Netw.
, vol.12
, pp. 1314-1332
-
-
Leung, C.-S.1
Tsoi, A.-C.2
Chan, L.W.3
-
30
-
-
0036506049
-
Optimization-based learning with bounded error for feedforward neural networks
-
2
-
Alessandri, A., Sanguineti, M., Maggiore, M.: Optimization-based learning with bounded error for feedforward neural networks. IEEE Trans. Neural Netw. 13(2), 261-273 (2002)
-
(2002)
IEEE Trans. Neural Netw.
, vol.13
, pp. 261-273
-
-
Alessandri, A.1
Sanguineti, M.2
Maggiore, M.3
-
31
-
-
0004042460
-
-
Tech. Rep. 21/94, Fakultät für Informatik, Universität Karlsruhe, Germany, September
-
Prechelt, L.: PROBEN 1-A set of neural network benchmark problems and benchmarking rules. Tech. Rep. 21/94, Fakultät für Informatik, Universität Karlsruhe, Germany, September 1994, Anonymous FTP: /pub/papers/techreports/1994/1994-21.ps.gzonftp.ira.uka.de
-
(1994)
PROBEN 1-A Set of Neural Network Benchmark Problems and Benchmarking Rules
-
-
Prechelt, L.1
-
32
-
-
0017714604
-
Oscillation and chaos in physiological control systems
-
Mackey, M.C., Glass, L.: Oscillation and chaos in physiological control systems. Science 197, 287-289 (1977)
-
(1977)
Science
, vol.197
, pp. 287-289
-
-
MacKey, M.C.1
Glass, L.2
|