Approximation by Superpositions of a Sigmoidal Function

  • Grzegorz Lewicki

    Jagiellonian University, Krakow, Poland
  • G. Marino

    Università della Calabria, Arcavacata Di Rende, Italy


We generalize a result of B. Gao and Y. Xu [J. Math. Anal. Appl. 178 (1993) 221--226] concerning the approximation of functions of bounded variation by linear combinations of a fixed sigmoidal function to the class of functions of bounded f-variation. Also, in the case of one variable, a proposition of A. R. Barron [IEEE Trans. Inf. Theory 36 (1993) 930--945] is improved. Our proofs are similar to that of Gao and Xu [loc. cit.].

Cite this article

Grzegorz Lewicki, G. Marino, Approximation by Superpositions of a Sigmoidal Function. Z. Anal. Anwend. 22 (2003), no. 2, pp. 463–470

DOI 10.4171/ZAA/1156