-
1
-
-
0024861871
-
Approximations by superpositions of a sigmoidal function
-
G. Cybenko Approximations by superpositions of a sigmoidal function Math. Contr. Signals, Syst. 2 303 314 1989
-
(1989)
Math. Contr. Signals, Syst.
, vol.2
, pp. 303-314
-
-
Cybenko, G.1
-
2
-
-
0024880831
-
Multi-layer feedforward networks are universal approximators
-
Κ. Hornik M. Stincheombe H. White Multi-layer feedforward networks are universal approximators Neural Networks 2 359 366 1989
-
(1989)
Neural Networks
, vol.2
, pp. 359-366
-
-
Hornik, Κ.1
Stincheombe, M.2
White, H.3
-
3
-
-
0003850757
-
n-Widths in Approximation Theory
-
Springer-Verlag New York
-
A. Pinkus n-Widths in Approximation Theory 1985 Springer-Verlag New York
-
(1985)
-
-
Pinkus, A.1
-
4
-
-
0000796112
-
A simple lemma on greedy approximation in Hilbert space and convergence rates for projection pursuit regression and neural network training
-
L. K. Jones A simple lemma on greedy approximation in Hilbert space and convergence rates for projection pursuit regression and neural network training Ann. Statist. 20 608 613 Mar. 1992
-
(1992)
Ann. Statist.
, vol.20
, pp. 608-613
-
-
Jones, L.K.1
-
6
-
-
0004078680
-
Number Theoretic Methods of Approximate Analysis
-
Fiznatgiz Moscow
-
N. M. Korobov Number Theoretic Methods of Approximate Analysis 1963 Fiznatgiz Moscow
-
(1963)
-
-
Korobov, N.M.1
-
7
-
-
0003466536
-
Spline Models for Observational Data
-
SIAM PA, Philadelphia
-
G. Wahba Spline Models for Observational Data 1990 SIAM PA, Philadelphia
-
(1990)
-
-
Wahba, G.1
-
8
-
-
0024935434
-
Statistical properties of artificial neural networks
-
FL
-
A. R. Barron Statistical properties of artificial neural networks Proc. IEEE Int. Conf. Decision Contr. 280 285 Proc. IEEE Int. Conf. Decision Contr. Tampa FL 1989-Dec.-13-15
-
(1989)
, pp. 280-285
-
-
Barron, A.R.1
-
9
-
-
85143030482
-
Nonparametric Functional Estimation
-
Complexity regularization with applications to artificial neural networks Kluwer Academic The Netherlands, Dordrecht
-
A. R. Barron Nonparametric Functional Estimation 561 576 1991 Kluwer Academic The Netherlands, Dordrecht Complexity regularization with applications to artificial neural networks
-
(1991)
, pp. 561-576
-
-
Barron, A.R.1
-
11
-
-
0000270806
-
Approximation and estimation bounds for artificial neural networks
-
A. R. Barron Approximation and estimation bounds for artificial neural networks Proc. 4th Annu. Workshop Computation. Learning Theory 243 249 Proc. 4th Annu. Workshop Computation. Learning Theory 1991-Aug.
-
(1991)
, pp. 243-249
-
-
Barron, A.R.1
-
12
-
-
0025635525
-
Connectionists nonparametric regression: Multilayer feedforward networks can learn arbitrary mappings
-
H. White Connectionists nonparametric regression: Multilayer feedforward networks can learn arbitrary mappings Neural Networks 3 5 535 550 1990
-
(1990)
Neural Networks
, vol.3
, Issue.5
, pp. 535-550
-
-
White, H.1
-
13
-
-
0003783408
-
Decision theoretic generalizations of the PAC model for neural net and other learning applications
-
Santa Cruz
-
D. Haussler Decision theoretic generalizations of the PAC model for neural net and other learning applications 1991 Santa Cruz UCSC-CRL-91-02 Univ. of California
-
(1991)
-
-
Haussler, D.1
-
14
-
-
0003073642
-
Statistical learning networks: A unifying view
-
A. R. Barron R. L. Barron Statistical learning networks: A unifying view Computing Science and Statistics: Proc. 21st Symp. Interface 192 203 Computing Science and Statistics: Proc. 21st Symp. Interface 1988
-
(1988)
, pp. 192-203
-
-
Barron, A.R.1
Barron, R.L.2
-
15
-
-
0027602489
-
Hinging hyperplanes for regression, classification, and function approximation
-
L. Breiman Hinging hyperplanes for regression, classification, and function approximation IEEE Trans. Inform. Theory 39 999 1013 May 1993
-
(1993)
IEEE Trans. Inform. Theory
, vol.39
, pp. 999-1013
-
-
Breiman, L.1
-
16
-
-
84972519279
-
Slide functions for projection pursuit regression and neural networks
-
R. Tibshirani Slide functions for projection pursuit regression and neural networks 1992 9205 Univ. Toronto
-
(1992)
-
-
Tibshirani, R.1
-
17
-
-
85143029396
-
-
Y. Zhao On projection pursuit learning 1992
-
(1992)
-
-
Zhao, Y.1
-
18
-
-
0003891770
-
Convergence rates of approximation by translates
-
F. Girosi G. Anzellotti Convergence rates of approximation by translates 1992 1288 Mass. Inst. Technol.
-
(1992)
-
-
Girosi, F.1
Anzellotti, G.2
-
19
-
-
84919246869
-
Strong universal consistency of neural network classifiers
-
A Farago G. Lugosi Strong universal consistency of neural network classifiers 1992 Tech. Univ. Budapest
-
(1992)
-
-
Farago, A1
Lugosi, G.2
-
20
-
-
85143018409
-
Neural net approximation
-
A. R. Barron Neural net approximation Proc. Yale Workshop Adaptive Learning Syst. Proc. Yale Workshop Adaptive Learning Syst. 1992-May
-
(1992)
-
-
Barron, A.R.1
-
21
-
-
85143033731
-
-
-
-
-
22
-
-
0037533442
-
Convergence rates for single hidden layer feedforward networks
-
CA, Santa Monica
-
D. F. McCaffrey Convergence rates for single hidden layer feedforward networks 1992 CA, Santa Monica Dept. Statist., North Carolina State Univ.
-
(1992)
-
-
McCaffrey, D.F.1
-
23
-
-
0000358945
-
Approximation by superposition of a sigmoidal function
-
H. N. Mhaskar C. A. Micchelli Approximation by superposition of a sigmoidal function Advances in Appl. Math. 13 350 373 1992
-
(1992)
Advances in Appl. Math.
, vol.13
, pp. 350-373
-
-
Mhaskar, H.N.1
Micchelli, C.A.2
-
24
-
-
85143039422
-
Good weights and hyperbolic kernels for neural networks, projection pursuit, and pattern classification: Fourier strategies for extracting information from high-dimensional data
-
Lowell
-
L. K. Jones Good weights and hyperbolic kernels for neural networks, projection pursuit, and pattern classification: Fourier strategies for extracting information from high-dimensional data 1991 Lowell Dept. Math. Sci., Univ. of Massachusetts
-
(1991)
-
-
Jones, L.K.1
-
25
-
-
0003345901
-
Remarques sur un resultat non publie de Β. Maurey
-
G. Pisier Remarques sur un resultat non publie de Β. Maurey Seminaire d' analyse fonctionelle 1980-1981 Seminaire d' analyse fonctionelle 1980-1981 Palaiseau
-
-
-
Pisier, G.1
-
26
-
-
0025503458
-
Constructive approximations for neural networks by sigmoidal functions
-
L. K. Jones Constructive approximations for neural networks by sigmoidal functions Proc. IEEE: Special Issue on Neural Networks 78 1586 1589 Proc. IEEE: Special Issue on Neural Networks 1991
-
(1991)
, vol.78
, pp. 1586-1589
-
-
Jones, L.K.1
-
27
-
-
85006528164
-
Learning decision trees using the Fourier spectrum
-
E. Kushilevitz Y. Mansour Learning decision trees using the Fourier spectrum Proc. 23rd ACM Symp Theory Comput. 455 464 Proc. 23rd ACM Symp Theory Comput. 1991
-
(1991)
, pp. 455-464
-
-
Kushilevitz, E.1
Mansour, Y.2
-
28
-
-
0348084926
-
The spectral norm of finite functions
-
M. Bellare The spectral norm of finite functions 1991 TR-465
-
(1991)
-
-
Bellare, M.1
-
29
-
-
0004116414
-
Realand Complex Analysis
-
McGraw-Hill New York
-
W. Rudin Realand Complex Analysis 1984 McGraw-Hill New York
-
(1984)
-
-
Rudin, W.1
-
30
-
-
0003517185
-
Introduction to Fourier Analysis on Euclidean Spaces
-
Princeton Univ. Press NJ, Princeton
-
E. M. Stein G. Weiss Introduction to Fourier Analysis on Euclidean Spaces 1971 Princeton Univ. Press NJ, Princeton
-
(1971)
-
-
Stein, E.M.1
Weiss, G.2
-
31
-
-
85143031814
-
Rate of approximation results motivated b robust neural network learning
-
C. Darken M. Donahue L. Gurvits E. Sontag Rate of approximation results motivated b robust neural network learning Proc. Sixth ACM Wrokshop on Computat. Learning Theory Proc. Sixth ACM Wrokshop on Computat. Learning Theory
-
-
-
Darken, C.1
Donahue, M.2
Gurvits, L.3
Sontag, E.4
-
32
-
-
85143017040
-
Sup norm approximation bounds for networks via Vapnik-Chervonenkis classes
-
Dept. of Math., Lehigh Univ. PA, Bethlehem
-
J. Yukich Sup norm approximation bounds for networks via Vapnik-Chervonenkis classes Jan. 1993 Dept. of Math., Lehigh Univ. PA, Bethlehem
-
(1993)
-
-
Yukich, J.1
-
33
-
-
0026627415
-
Kolmogorov's theorem and multilayer neural networks
-
V. Kůrková Kolmogorov's theorem and multilayer neural networks Neural Net. 5 501 506 1992
-
(1992)
Neural Net.
, vol.5
, pp. 501-506
-
-
Kůrková, V.1
|