The simultaneous approximation order by neural networks with a squashing function
Bull. Korean Math. Soc. 2009 Vol. 46, No. 4, 701-712
https://doi.org/10.4134/BKMS.2009.46.4.701
Printed July 1, 2009
Nahmwoo Hahm
University of Incheon
Abstract : In this paper, we study the simultaneous approximation to functions in $C^m [0,1]$ by neural networks with a squashing function and the complexity related to the simultaneous approximation using a Bernstein polynomial and the modulus of continuity. Our proofs are constructive.
Keywords : simultaneous approximation, Bernstein polynomial, squashing function, neural network
MSC numbers : Primary 41A10, 41A29, 65D15
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