A note on error bounds for approximation in inner product spaces

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

Computing, Computer Science, Machine Learning +5

Universal approximation bounds for superpositions of a sigmoidal function

Andrew R. Barron · IEEE Transactions on Information Theory · 1993 · 2.8K citations

Computing, Computer Science, Mathematics +13

A Simple Lemma on Greedy Approximation in Hilbert Space and Convergence Rates for Projection Pursuit Regression and Neural Network Training

Lee Jones · The Annals of Statistics · 1992 · 479 citations · Full text

Computing, Computer Science, Algorithms +16

General structures for classification

Irwin W. Sandberg · IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · 1994 · 33 citations

Computing, Computer Science, Mathematics +13