120 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- 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 cs.LGShow all
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cs.LG2025
On shallow feedforward neural networks with inputs from a topological space
Vugar Ismailov
We study feedforward neural networks with inputs from a topological space (TFNNs). We prove a universal approximation theorem for shallow TFNNs, which demonstrates their capacity t…
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…