Highly Influenced

21 Excerpts

@article{Hornik1990UniversalAO, title={Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks}, author={Kurt Hornik and Maxwell B. Stinchcombe and Halbert White}, journal={Neural Networks}, year={1990}, volume={3}, pages={551-560} }

- Published in Neural Networks 1990
DOI:10.1016/0893-6080(90)90005-6

-We give conditions ensuring that multilayer jeedJorward networks with as Jew as a single hidden layer and an appropriately smooth hidden layer activation fimction are capable o f arbitrarily accurate approximation to an arbitrao' function and its derivatives. In fact, these networks can approximate functions that are not dtifferentiable in the classical sense, but possess only a generalized derivative, as is the case jor certain piecewise dtlf[erentiable Junctions. The conditions imposed on… CONTINUE READING

SHOWING 1-10 OF 592 CITATIONS, ESTIMATED 20% COVERAGE

Highly Influenced

21 Excerpts

Highly Influenced

4 Excerpts

Highly Influenced

7 Excerpts

Highly Influenced

4 Excerpts

Highly Influenced

4 Excerpts

Highly Influenced

7 Excerpts

Highly Influenced

4 Excerpts

Highly Influenced

4 Excerpts

Highly Influenced

4 Excerpts

Highly Influenced

4 Excerpts

**32**Highly Influenced Citations**Averaged 33 Citations**per year over the last 3 years**12% Increase**in citations per year in 2018 over 2017

Loading similar papers…