Vugar E. Ismailov

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Addressing common misinterpretations of KART and UAT in neural network literature.
Neural Networks
Vugar E. Ismailov
2026 J jnl
Universal approximation theorem for neural networks with inputs from a topological vector space.
Inf. Process. Lett.
Vugar E. Ismailov
2024 J jnl
Approximation error of single hidden layer neural networks with fixed weights.
Inf. Process. Lett.
Vugar E. Ismailov
2024 J jnl
On the Kolmogorov neural networks.
Neural Networks
Aysu Ismayilova, Vugar E. Ismailov
2023 J jnl
Measure theoretic results for approximation by neural networks with limited weights.
CoRR
Vugar E. Ismailov, Ekrem Savas
2023 J jnl
On the Kolmogorov neural networks.
CoRR
Aysu Ismayilova, Vugar E. Ismailov
2022 J jnl
Approximation error of single hidden layer neural networks with fixed weights.
CoRR
Vugar E. Ismailov
2021 J jnl
Approximation capability of two hidden layer feedforward neural networks with fixed weights.
CoRR
Namig J. Guliyev, Vugar E. Ismailov
2020 J jnl
A representation problem for smooth sums of ridge functions.
J. Approx. Theory
Rashid A. Aliev, Vugar E. Ismailov
2020 J jnl
A three layer neural network can represent any discontinuous multivariate function.
CoRR
Vugar E. Ismailov
2019 J jnl
A note on continuous sums of ridge functions.
J. Approx. Theory
Rashid A. Aliev, Aysel A. Asgarova, Vugar E. Ismailov
2018 J jnl
Approximation capability of two hidden layer feedforward neural networks with fixed weights.
Neurocomputing
Namig J. Guliyev, Vugar E. Ismailov
2018 J jnl
On the approximation by single hidden layer feedforward neural networks with fixed weights.
Neural Networks
Namig J. Guliyev, Vugar E. Ismailov
2017 J jnl
On the approximation by single hidden layer feedforward neural networks with fixed weights.
CoRR
Namig J. Guliyev, Vugar E. Ismailov
2016 J jnl
A Single Hidden Layer Feedforward Network with Only One Neuron in the Hidden Layer Can Approximate Any Univariate Function.
Neural Comput.
Namig J. Guliyev, Vugar E. Ismailov
2016 J jnl
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function.
CoRR
Namig J. Guliyev, Vugar E. Ismailov
2016 J jnl
On a smoothness problem in ridge function representation.
Adv. Appl. Math.
Rashid A. Aliev, Vugar E. Ismailov
2013 J jnl
Interpolation on lines by ridge functions.
J. Approx. Theory
Vugar E. Ismailov, Allan Pinkus
2008 J jnl
On the representation by linear superpositions.
J. Approx. Theory
Vugar E. Ismailov
2006 J jnl
On error formulas for approximation by sums of univariate functions.
Int. J. Math. Math. Sci.
Vugar E. Ismailov