References

Multilayer feedforward networks are universal approximators

Kurt Hornik, Maxwell Stinchcombe, & Halbert White (1989)

Neural Networks, 2(5), 359-366.

DOI: https://doi.org/10.1016/0893-6080(89)90020-8

Abstract. An independent proof of the universal approximation theorem for multilayer feedforward networks, establishing that such networks can uniformly approximate any Borel-measurable function between finite-dimensional spaces.

Tags: neural-networks theory universal-approximation

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