Institute of Mathematics and Mechanics

output

20082025

most citedOn the approximation by single hidden layer feedforward neural networks with fixed weights

120 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

Namig J. Guliyev10 · h 10
V. Guliyev7 · h 31
V. Ismailov5 · h 15
L. Softova2 profiles3 · h 18
U. Kaya3 · h 13
B. Ketenoglu2 · h 7
F. Deringoz2 · h 12
S. Sultansoy2 · h 86
Vugar Ismailov2 · h 2
A. Akbulut1 · h 8
A. Asgarova1 · h 2
A. Baklanov1 · h 6

collaborating institutions

Azerbaijan National Academy of SciencesAZ16 papers
Ahi Evran UniversityTR5 papers
Ankara UniversityTR3 papers
Khazar UniversityAZ3 papers
TOBB University of Economics and TechnologyTR3 papers
Budapest University of Technology and EconomicsHU2 papers
Czech Academy of Sciences, Institute of MathematicsCZ2 papers
Kütahya Dumlupınar ÜniversitesiTR2 papers
University of LjubljanaSI2 papers
University of OradeaRO2 papers
Azerbaijan State University of EconomicsAZ1 paper
Azerbaijan University of Architecture and ConstructionAZ1 paper

Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 12 cited

Measure theoretic results for approximation by neural networks with limited weights

Vugar Ismailov, Ekrem Savas

In this paper, we study approximation properties of single hidden layer neural networks with weights varying on finitely many directions and thresholds from an open interval. We ob…