Multilayer feedforward networks are universal approximators

@article{Hornik1989MultilayerFN,
  title={Multilayer feedforward networks are universal approximators},
  author={Kurt Hornik and Maxwell B. Stinchcombe and Halbert White},
  journal={Neural Networks},
  year={1989},
  volume={2},
  pages={359-366}
}
Highly Influential
This paper has highly influenced 176 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 14,519 citations. REVIEW CITATIONS

From This Paper

Topics from this paper.

Citations

Publications citing this paper.
Showing 1-10 of 4,996 extracted citations

IRTED-TL: An Inter-Region Tax Evasion Detection Method Based on Transfer Learning

2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE) • 2018
View 5 Excerpts
Method Support
Highly Influenced

Modified AHP for Gene Selection and Cancer Classification Using Type-2 Fuzzy Logic

IEEE Transactions on Fuzzy Systems • 2016
View 11 Excerpts
Method Support
Highly Influenced

Bootstrapping Multilayer Neural Networks for Portfolio Construction

Chin-Sheng Huanga, Zheng-Wei Linb, Cheng-Wei Chenc
2012
View 10 Excerpts
Highly Influenced

Hidden space support vector machines

IEEE Transactions on Neural Networks • 2004
View 15 Excerpts
Highly Influenced

Assessment of End-to-End and Sequential Data-driven Learning of Fluid Flows

Shivakanth Chary Puligilla, Balaji Jayaraman
2018
View 4 Excerpts
Highly Influenced

Deep Surface Light Fields

PACMCGIT • 2018
View 4 Excerpts
Highly Influenced

Neural Networks and Deep Learning

Springer International Publishing • 2018
View 7 Excerpts
Highly Influenced

14,519 Citations

05001000'88'95'03'11'19
Citations per Year
Semantic Scholar estimates that this publication has 14,519 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 11 references

Capabilities of three layer percep - trans

A. N. Kolmogorov
IEEE Second International Conference on Neural Networks • 1988

Theory of the backpropagation neural network

International 1989 Joint Conference on Neural Networks • 1988

There exists a neural network that does not make avoidable mistakes

IEEE 1988 International Conference on Neural Networks • 1988
View 1 Excerpt

Kolmogorov ’ s mapping neural network existence theorem

R. Hecht-Nielsen
IEEE First International Conference on Neural Networks • 1987

Nonlinear dynamics of artificial neural systems

T. Maxwell., G. L.. Lee Giles, C. Y., H. H. Chen
1986

The logic of activation functions

R. J. Williams
1986

The thirteenth problem of Hilbert

F E. Browder
Proceedings of Symposia in Pure Mathematics • 1976

E - entropy and e - capacity of sets in functional spaces

A. Lapedes., R. Farber.
American Mathematical Society Translations • 1961

On the representation of continuous functions of many variables by superposition of continuous functions of one variable and addition

A. N.. Kolmogorov, M. Tihomirov.V.
Doklady Akademii Nauk SSR • 1957