Approximation by superpositions of a sigmoidal function

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell B. Stinchcombe, Halbert White · Neural Networks · 1989 · 21.2K citations

Computing, Computer Science, Mathematics +10

Real and Complex Analysis.

G. A. Garreau, Walter Rudin · Journal of the Royal Statistical Society Series D (The Statistician) · 1987 · 11K citations

Natural Sciences, Mathematics, Probability Theory +16

An introduction to computing with neural nets

Richard P. Lippmann · IEEE ASSP Magazine · 1987 · 7.9K citations

Computing, Computer Science, Artificial Intelligence +16

A theory of the learnable

Leslie G. Valiant · 1984 · 4.2K citations

Computing, Computer Science, Algorithms +13

On the approximate realization of continuous mappings by neural networks

Ken-ichi Funahashi · Neural Networks · 1989 · 4.2K citations

Computing, Computer Science, Mathematics +13