-
1
-
-
0005760958
-
Memory-based approaches to approximating continuous function
-
Nonlinear Modeling and Forecasting, M. Casdagli, and S. Eubank, eds., Addison-Wesley, New York
-
Atkeson, C. 1992. Memory-based approaches to approximating continuous function. In Nonlinear Modeling and Forecasting, M. Casdagli, and S. Eubank, eds., Vol. XII of SFI Studies in the Sciences of Complexity, pp. 503-521. Addison-Wesley, New York.
-
(1992)
SFI Studies in the Sciences of Complexity
, vol.12
, pp. 503-521
-
-
Atkeson, C.1
-
2
-
-
85033152836
-
Growing layers of perceptrons: Introducing the extentron algorithm
-
Baffes, P., and Zelle, J. 1992. Growing layers of perceptrons: Introducing the extentron algorithm. Proc. Int. Joint Conf. Neural Networks, Vol. II, pp. 392-397.
-
(1992)
Proc. Int. Joint Conf. Neural Networks
, vol.2
, pp. 392-397
-
-
Baffes, P.1
Zelle, J.2
-
3
-
-
0001160588
-
What size net gives valid generalization?
-
Baum, E., and Haussler, D. 1989. What size net gives valid generalization? Neural Comp. 1, 151-160.
-
(1989)
Neural Comp.
, vol.1
, pp. 151-160
-
-
Baum, E.1
Haussler, D.2
-
4
-
-
45549110576
-
Regression by local fitting: Methods, properties, and computational algorithms
-
Cleveland, W., Devlin, S., and Grosse, E. 1988. Regression by local fitting: Methods, properties, and computational algorithms. Nonlinear Model. Forecast. J. Economet. 37, 87-114.
-
(1988)
Nonlinear Model. Forecast. J. Economet.
, vol.37
, pp. 87-114
-
-
Cleveland, W.1
Devlin, S.2
Grosse, E.3
-
5
-
-
0003093755
-
Predicting the Mackey-Glass timeseries with cascade-correlation learning
-
D. S. Touretzky, J. L. Elman, T. J. Sejnowski, and G. E. Hinton, eds., Morgan Kaufmann, San Mateo, CA
-
Crowder, R. S. 1990. Predicting the Mackey-Glass timeseries with cascade-correlation learning. In Connectionist Models: Proceedings of the 1990 Summer School, D. S. Touretzky, J. L. Elman, T. J. Sejnowski, and G. E. Hinton, eds., pp. 524-532. Morgan Kaufmann, San Mateo, CA.
-
(1990)
Connectionist Models: Proceedings of the 1990 Summer School
, pp. 524-532
-
-
Crowder, R.S.1
-
6
-
-
2342486398
-
-
Personal communication
-
Fahlman, S. E. 1992. Personal communication.
-
(1992)
-
-
Fahlman, S.E.1
-
7
-
-
0000155950
-
The cascade-correlation learning architecture
-
D. S. Touretzky, ed., Morgan Kaufmann, San Mateo, CA
-
Fahlman, S. E., and Lebiere, C. 1990. The cascade-correlation learning architecture. In Advances in Neural Information Processing Systems 2, D. S. Touretzky, ed., pp. 524-532. Morgan Kaufmann, San Mateo, CA.
-
(1990)
Advances in Neural Information Processing Systems 2
, vol.2
, pp. 524-532
-
-
Fahlman, S.E.1
Lebiere, C.2
-
8
-
-
34249982739
-
Predicting chaotic time series
-
Farmer, J. and Sidorowich, J. 1987. Predicting chaotic time series. Phys. Rev. Lett. 59, 845-848.
-
(1987)
Phys. Rev. Lett.
, vol.59
, pp. 845-848
-
-
Farmer, J.1
Sidorowich, J.2
-
9
-
-
0000783575
-
The upstart algorithm: A method for constructing and training feedforward neural networks
-
Frean, M. 1990. The upstart algorithm: A method for constructing and training feedforward neural networks. Neural Comp. 2, 198-209.
-
(1990)
Neural Comp.
, vol.2
, pp. 198-209
-
-
Frean, M.1
-
10
-
-
84945709355
-
An algorithm for finding best matches in logarithmic expected time
-
Friedman, J. H., Bentley, J. L., and Finkel, R. A. 1977. An algorithm for finding best matches in logarithmic expected time. ACM Transact. Math. Software 3, 209-226.
-
(1977)
ACM Transact. Math. Software
, vol.3
, pp. 209-226
-
-
Friedman, J.H.1
Bentley, J.L.2
Finkel, R.A.3
-
11
-
-
0000067815
-
Predicting the future: Advantages of semilocal units
-
Hartmann, E., and Keeler, J. D. 1991. Predicting the future: Advantages of semilocal units. Neural Comp. 3, 566-578.
-
(1991)
Neural Comp.
, vol.3
, pp. 566-578
-
-
Hartmann, E.1
Keeler, J.D.2
-
12
-
-
0001940458
-
Adaptive mixtures of local experts
-
Jacobs, R., Jordan, M., Nowlan, S., and Hinton, G. 1991. Adaptive mixtures of local experts. Neural Comp. 3, 79-87.
-
(1991)
Neural Comp.
, vol.3
, pp. 79-87
-
-
Jacobs, R.1
Jordan, M.2
Nowlan, S.3
Hinton, G.4
-
13
-
-
0003527079
-
-
Springer Series in Information Sciences 8. Springer-Verlag, Berlin
-
Kohonen, T. 1982. Self Organization and Associative Memory. Springer Series in Information Sciences 8. Springer-Verlag, Berlin.
-
(1982)
Self Organization and Associative Memory
-
-
Kohonen, T.1
-
14
-
-
0024124595
-
Statistical pattern recognition with neural networks: Bench-marking studies
-
IEEE Neural Network Council
-
Kohonen, T. 1988. Statistical pattern recognition with neural networks: Bench-marking studies. Proc. ICNN. IEEE Neural Network Council.
-
(1988)
Proc. ICNN.
-
-
Kohonen, T.1
-
15
-
-
0025489075
-
The self-organizing map
-
Kohonen, T. 1990. The self-organizing map. Proceedings IEEE, 78, 1464-1480.
-
(1990)
Proceedings IEEE
, vol.78
, pp. 1464-1480
-
-
Kohonen, T.1
-
16
-
-
0003645482
-
-
Tech. Rep. TR LA-UP-87-2662, Los Alamos National Laboratory, Los Alamos, NM
-
Lapedes, A., and Farber, R. 1987. Nonlinear Signal Processing Using Neural Networks: Prediction and System Modeling. Tech. Rep. TR LA-UP-87-2662, Los Alamos National Laboratory, Los Alamos, NM.
-
(1987)
Nonlinear Signal Processing Using Neural Networks: Prediction and System Modeling
-
-
Lapedes, A.1
Farber, R.2
-
17
-
-
0000494466
-
Optimal brain damage
-
D. S. Touretzky, ed., Morgan Kaufmann, San Mateo, CA
-
LeCun, Y., Denker, J. S., and Solla, S. A. 1990. Optimal brain damage. In Advances in Neural Information Processing Systems 2, D. S. Touretzky, ed., pp. 598-605. Morgan Kaufmann, San Mateo, CA.
-
(1990)
Advances in Neural Information Processing Systems 2
, vol.2
, pp. 598-605
-
-
LeCun, Y.1
Denker, J.S.2
Solla, S.A.3
-
19
-
-
85033739692
-
-
Tech. Rep. TR 94-2, Department of Computer Science, Bielefeld University, Bielefeld, Germany
-
Littmann, E., and Ritter, H. 1994. Analysis and Applications of the Direct Cascade Architecture. Tech. Rep. TR 94-2, Department of Computer Science, Bielefeld University, Bielefeld, Germany.
-
(1994)
Analysis and Applications of the Direct Cascade Architecture
-
-
Littmann, E.1
Ritter, H.2
-
20
-
-
0017714604
-
Oscillations and chaos in physiological control systems
-
Mackey, M., and Glass, L. 1977. Oscillations and chaos in physiological control systems. Science 197, 287-289.
-
(1977)
Science
, vol.197
, pp. 287-289
-
-
Mackey, M.1
Glass, L.2
-
21
-
-
36149031331
-
Learning in feedforward layered networks: The tiling algorithm
-
Mezard, M., and Nadal, J.-P. 1989. Learning in feedforward layered networks: The tiling algorithm. J. Phys. A 22, 2191-2204.
-
(1989)
J. Phys. A
, vol.22
, pp. 2191-2204
-
-
Mezard, M.1
Nadal, J.-P.2
-
22
-
-
0002773313
-
Learning with localized receptive fields
-
Morgan Kaufmann, San Mateo, CA
-
Moody, J., and Darken, C. 1988. Learning with localized receptive fields. In Connectionist Models: Proceedings of the 1988 Summer School, pp. 133-143. Morgan Kaufmann, San Mateo, CA.
-
(1988)
Connectionist Models: Proceedings of the 1988 Summer School
, pp. 133-143
-
-
Moody, J.1
Darken, C.2
-
23
-
-
0028255785
-
Toward generating neural network structures for function approximation
-
Nabhan, T., and Zomaya, A. 1994. Toward generating neural network structures for function approximation. Neural Networks, 7, 89-99.
-
(1994)
Neural Networks
, vol.7
, pp. 89-99
-
-
Nabhan, T.1
Zomaya, A.2
-
24
-
-
0010069683
-
Evaluation of adaptive mixtures of competing experts
-
D. S. Touretzky, ed., Morgan Kaufmann, San Mateo, CA
-
Nowlan, S. J., and Hinton, G. E. 1991. Evaluation of adaptive mixtures of competing experts. In Advances in Neural Information Processing Systems 5, D. S. Touretzky, ed., Morgan Kaufmann, San Mateo, CA.
-
(1991)
Advances in Neural Information Processing Systems 5
, vol.5
-
-
Nowlan, S.J.1
Hinton, G.E.2
-
25
-
-
0003241739
-
Bumptrees for efficient function, constraint, and classification learning
-
R. P. Lippmann, J. E. Moody, and D. S. Touretzky, eds., Morgan Kaufmann, San Mateo, CA
-
Omohundro, P. 1991. Bumptrees for efficient function, constraint, and classification learning. In Advances in Neural Information Processing Systems 3, R. P. Lippmann, J. E. Moody, and D. S. Touretzky, eds., pp. 693-699. Morgan Kaufmann, San Mateo, CA.
-
(1991)
Advances in Neural Information Processing Systems 3
, vol.3
, pp. 693-699
-
-
Omohundro, P.1
-
26
-
-
0025056697
-
Regularization algorithms for learning that are equivalent to multilayer networks
-
Poggio, T., and Girosi, F. 1990. Regularization algorithms for learning that are equivalent to multilayer networks. Science 247.
-
(1990)
Science
, pp. 247
-
-
Poggio, T.1
Girosi, F.2
-
27
-
-
0000232749
-
Learning with the self-organizing map
-
T. Kohonen, K. Mäkisara, O. Simula, and J. Kangas, eds., Elsevier Science Publishers B.V., North Holland
-
Ritter, H. 1991. Learning with the self-organizing map. In Artificial Neural Networks 1, T. Kohonen, K. Mäkisara, O. Simula, and J. Kangas, eds., pp. 357-364. Elsevier Science Publishers B.V., North Holland.
-
(1991)
Artificial Neural Networks 1
, vol.1
, pp. 357-364
-
-
Ritter, H.1
-
28
-
-
0003647182
-
-
Addison-Wesley, New York. English and German
-
Ritter, H., Martinetz, T., and Schulten, K. 1992. Neural Computation and Self-Organizing Maps: An Introduction. Addison-Wesley, New York. (English and German).
-
(1992)
Neural Computation and Self-Organizing Maps: An Introduction
-
-
Ritter, H.1
Martinetz, T.2
Schulten, K.3
-
29
-
-
0022471098
-
Learning representations by back-propagating errors
-
Rumelhart, D. E., Hinton, G. E., and Williams, R. J. 1986. Learning representations by back-propagating errors. Nature (London) 323, 533-536.
-
(1986)
Nature (London)
, vol.323
, pp. 533-536
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
30
-
-
0014432211
-
A two-dimensional interpolation function for irregularly spaced data
-
Shepard, D. 1968. A two-dimensional interpolation function for irregularly spaced data. Proc. 23rd Natl. Conf. ACM 517-523.
-
(1968)
Proc. 23rd Natl. Conf. ACM
, pp. 517-523
-
-
Shepard, D.1
-
31
-
-
0000796382
-
Exploiting neurons with localized receptive fields to learn chaos
-
Stokbro, K., Umberger, D., and Hertz, J. 1990. Exploiting neurons with localized receptive fields to learn chaos. Complex Syst. 4, 603-622.
-
(1990)
Complex Syst.
, vol.4
, pp. 603-622
-
-
Stokbro, K.1
Umberger, D.2
Hertz, J.3
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