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Vugar Ismailov
Vugar Ismailov
Institute of Mathematics and Mechanics, National Academy of Sciences of Azerbaijan
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Title
Cited by
Cited by
Year
On the approximation by single hidden layer feedforward neural networks with fixed weights
NJ Guliyev, VE Ismailov
Neural Networks 98, 296-304, 2018
1342018
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function
NJ Guliyev, VE Ismailov
Neural computation 28 (7), 1289-1304, 2016
1252016
On the approximation by neural networks with bounded number of neurons in hidden layers
VE Ismailov
Journal of Mathematical Analysis and Applications 417 (2), 963-969, 2014
1172014
Approximation capability of two hidden layer feedforward neural networks with fixed weights
NJ Guliyev, VE Ismailov
Neurocomputing 316, 262-269, 2018
772018
Approximation by neural networks with weights varying on a finite set of directions
VE Ismailov
Journal of Mathematical Analysis and Applications 389 (1), 72-83, 2012
422012
On the representation by linear superpositions
VE Ismailov
Journal of approximation theory 151 (2), 113-125, 2008
362008
Characterization of an extremal sum of ridge functions
VE Ismailov
Journal of computational and applied mathematics 205 (1), 105-115, 2007
342007
Ridge functions and applications in neural networks
VE Ismailov
American Mathematical Society, 2021
26*2021
Interpolation on lines by ridge functions
VE Ismailov, A Pinkus
Journal of Approximation Theory 175, 91-113, 2013
262013
On a smoothness problem in ridge function representation
RA Aliev, VE Ismailov
Advances in Applied Mathematics 73, 154-169, 2016
222016
Approximation by ridge functions and neural networks with a bounded number of neurons
VE Ismailov
Applicable Analysis 94 (11), 2245-2260, 2015
222015
Approximation by sums of ridge functions with fixed directions
V Ismailov
St. Petersburg Mathematical Journal 28 (6), 741-772, 2017
202017
A three layer neural network can represent any multivariate function
VE Ismailov
Journal of Mathematical Analysis and Applications 523 (1), 127096, 2023
192023
Methods for computing the least deviation from the sums of functions of one variable
VE Ismailov
Siberian Mathematical Journal 47, 883-888, 2006
192006
A note on the representation of continuous functions by linear superpositions
VE Ismailov
Expositiones Mathematicae 30 (1), 96-101, 2012
182012
A note on the best L2 approximation by ridge functions
VE Ismailov
Appl. Math. E-Notes 7, 71-76, 2007
182007
On the proximinality of ridge functions
VE Ismailov
Sarajevo J. Math. 5 (1), 109--118, 2009
172009
Representation of multivariate functions by sums of ridge functions
VE Ismailov
Journal of mathematical analysis and applications 331 (1), 184-190, 2007
172007
On error formulas for approximation by sums of univariate functions
VE Ismailov
International journal of mathematics and mathematical sciences 2006 (1), 065620, 2006
172006
A review of some results on ridge function approximation
VE Ismailov
Azerb. J. Math 3 (1), 3-51, 2013
142013
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