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
3 papers · 1 filter
Approximation capability of two hidden layer feedforward neural networks with fixed weights
Namig J. Guliyev, Vugar E. Ismailov
We algorithmically construct a two hidden layer feedforward neural network (TLFN) model with the weights fixed as the unit coordinate vectors of the -dimensional Euclidean space…
On the approximation by single hidden layer feedforward neural networks with fixed weights
Namig J. Guliyev, Vugar E. Ismailov
Feedforward neural networks have wide applicability in various disciplines of science due to their universal approximation property. Some authors have shown that single hidden laye…
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function
Namig J. Guliyev, Vugar E. Ismailov
The possibility of approximating a continuous function on a compact subset of the real line by a feedforward single hidden layer neural network with a sigmoidal activation function…