Vsevolod I. Avrutskiy

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Multilayer Perceptron

Function Approximation

Image Derivatives

Top Venues

Neural Comput. Appl.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Vsevolod I. Avrutskiy
Training Image Derivatives: Increased Accuracy and Universal Robustness. CoRR (2023)
Vsevolod I. Avrutskiy
Enhancing Function Approximation Abilities of Neural Networks by Training Derivatives. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Vsevolod I. Avrutskiy
Correction to: Neural networks catching up with finite differences in solving partial differential equations in higher dimension. Neural Comput. Appl. 32 (23) (2020)
Vsevolod I. Avrutskiy
Neural networks catching up with finite differences in solving partial differential equations in higher dimensions. Neural Comput. Appl. 32 (17) (2020)
Vsevolod I. Avrutskiy
Avoiding overfitting of multilayer perceptrons by training derivatives. CoRR (2018)
Vsevolod I. Avrutskiy
Backpropagation generalized for output derivatives. CoRR (2017)
Vsevolod I. Avrutskiy
Enhancing approximation abilities of neural networks by training derivatives. CoRR (2017)
Vsevolod I. Avrutskiy
Neural networks catching up with finite differences in solving partial differential equations in higher dimensions. CoRR (2017)