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ORCIDVugar E. Ismailov
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Journal Articles
- 2024
[j11]Vugar E. Ismailov:
Approximation error of single hidden layer neural networks with fixed weights. Inf. Process. Lett. 185: 106467 (2024)- [j10]Aysu Ismayilova, Vugar E. Ismailov
:
On the Kolmogorov neural networks. Neural Networks 176: 106333 (2024) - 2020
- [j9]Rashid A. Aliev, Vugar E. Ismailov:
A representation problem for smooth sums of ridge functions. J. Approx. Theory 257: 105448 (2020) - 2019
- [j8]Rashid A. Aliev, Aysel A. Asgarova, Vugar E. Ismailov:
A note on continuous sums of ridge functions. J. Approx. Theory 237: 210-221 (2019) - 2018
- [j7]Namig J. Guliyev, Vugar E. Ismailov:
Approximation capability of two hidden layer feedforward neural networks with fixed weights. Neurocomputing 316: 262-269 (2018) - [j6]Namig J. Guliyev, Vugar E. Ismailov:
On the approximation by single hidden layer feedforward neural networks with fixed weights. Neural Networks 98: 296-304 (2018) - 2016
- [j5]Rashid A. Aliev, Vugar E. Ismailov:
On a smoothness problem in ridge function representation. Adv. Appl. Math. 73: 154-169 (2016) - [j4]Namig J. Guliyev, Vugar E. Ismailov:
A Single Hidden Layer Feedforward Network with Only One Neuron in the Hidden Layer Can Approximate Any Univariate Function. Neural Comput. 28(7): 1289-1304 (2016) - 2013
- [j3]Vugar E. Ismailov, Allan Pinkus:
Interpolation on lines by ridge functions. J. Approx. Theory 175: 91-113 (2013) - 2008
- [j2]Vugar E. Ismailov:
On the representation by linear superpositions. J. Approx. Theory 151(2): 113-125 (2008) - 2006
- [j1]Vugar E. Ismailov:
On error formulas for approximation by sums of univariate functions. Int. J. Math. Math. Sci. 2006: 65620:1-65620:11 (2006)
Informal and Other Publications
- 2023
- [i7]Vugar E. Ismailov, Ekrem Savas:
Measure theoretic results for approximation by neural networks with limited weights. CoRR abs/2304.01880 (2023) - [i6]Aysu Ismayilova, Vugar E. Ismailov:
On the Kolmogorov neural networks. CoRR abs/2311.00049 (2023) - 2022
- [i5]Vugar E. Ismailov:
Approximation error of single hidden layer neural networks with fixed weights. CoRR abs/2202.03289 (2022) - 2021
- [i4]Namig J. Guliyev, Vugar E. Ismailov:
Approximation capability of two hidden layer feedforward neural networks with fixed weights. CoRR abs/2101.09181 (2021) - 2020
- [i3]Vugar E. Ismailov:
A three layer neural network can represent any discontinuous multivariate function. CoRR abs/2012.03016 (2020) - 2017
- [i2]Namig J. Guliyev, Vugar E. Ismailov:
On the approximation by single hidden layer feedforward neural networks with fixed weights. CoRR abs/1708.06219 (2017) - 2016
- [i1]Namig J. Guliyev, Vugar E. Ismailov:
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function. CoRR abs/1601.00013 (2016)
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