Ivan Katerynchuk

According to our database, Ivan Katerynchuk authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Fractal structure of training of a three-layer neural network.

Bohdan Melnyk, Serhiy Sveleba, Ivan Katerynchuk, Ivan Kunyo, Volodymyr Franiv

Proceedings of the Modern Machine Learning Technologies Workshop (MoMLeT 2024), 2024

Multilayer Neural Network Training Error when AMSGrad, Adam, AdamMax Methods Used.

Bohdan Melnyk, Serhiy Sveleba, Ivan Katerynchuk, Ivan Kunyo, Volodymyr Franiv

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume I: Machine Learning Workshop, 2024

Convolutional Neural Network with Optimized Learning Parameters.

Serhiy Sveleba, Ivan Katerynchuk, Ivan Kunyo, Volodymyr Brygilevych, Volodymyr Franiv, Oleksandr Krychevets

Proceedings of the 14th International Conference on Advanced Computer Information Technologies, 2024

2023

The Application of Optimization Learning Methods for Multilayered Neural Networks.

Sergiy Sveleba, Ivan Katerynchuk, Ivan Kunyo, Ostap Semotyjuk, Serhiy Velgosh, Volodymyr Brygilevych

Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022

Gradient Methods for Teaching a Multilayer Neural Network to Recognize Printed Digits.

Sergiy Sveleba, Ivan Katerynchuk, Ivan Kunyo, Ostap Semotyjuk, Natalia Sveleba, Mykhailo Ozhha

Proceedings of the 12th International Conference on Advanced Computer Information Technologies, 2022

2020

Calculation and Behavior of Lyapunov's Exponents for Incommensurate Superstructure Described by Two-Components Parameter of Order.

Sergiy Sveleba, Ivan Katerynchuk, Ivan Karpa, Ivan Kunyo, Volodymyr Rak, Oleksandr Yashchyk

Proceedings of the 10th International Conference on Advanced Computer Information Technologies, 2020