Vugar E. Ismailov

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 11

Top Topics

Feedforward Neural Networks

Top Venues

J. Approx. Theory

Neural Networks

Inf. Process. Lett.

Publications

Vugar E. Ismailov
Approximation error of single hidden layer neural networks with fixed weights. Inf. Process. Lett. 185 (2024)
Aysu Ismayilova, Vugar E. Ismailov
On the Kolmogorov neural networks. Neural Networks 176 (2024)
Namig J. Guliyev, Vugar E. Ismailov
Approximation capability of two hidden layer feedforward neural networks with fixed weights. CoRR (2021)
Rashid A. Aliev, Vugar E. Ismailov
A representation problem for smooth sums of ridge functions. J. Approx. Theory 257 (2020)
Rashid A. Aliev, Aysel A. Asgarova, Vugar E. Ismailov
A note on continuous sums of ridge functions. J. Approx. Theory 237 (2019)
Namig J. Guliyev, Vugar E. Ismailov
On the approximation by single hidden layer feedforward neural networks with fixed weights. Neural Networks 98 (2018)
Namig J. Guliyev, Vugar E. Ismailov
Approximation capability of two hidden layer feedforward neural networks with fixed weights. Neurocomputing 316 (2018)
Namig J. Guliyev, Vugar E. Ismailov
On the approximation by single hidden layer feedforward neural networks with fixed weights. CoRR (2017)
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) (2016)
Rashid A. Aliev, Vugar E. Ismailov
On a smoothness problem in ridge function representation. Adv. Appl. Math. 73 (2016)
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 (2016)
Vugar E. Ismailov, Allan Pinkus
Interpolation on lines by ridge functions. J. Approx. Theory 175 (2013)
Vugar E. Ismailov
On the representation by linear superpositions. J. Approx. Theory 151 (2) (2008)
Vugar E. Ismailov
On error formulas for approximation by sums of univariate functions. Int. J. Math. Math. Sci. 2006 (2006)