Roman Peleshchak

Doctor of physical and mathematical sciences, Professor of the Department of Information Systems and Networks, Lviv Polytechnic National University, Ukraine

Professional (scientific) interests: Artificial Intelligence, Neural Network

Selected publications:

Peleshchak R., Lytvyn V., Peleshchak I., Doroshenko M., Olyvko R. Hechth–Nielsen theorem for a modified neural network with diagonal synaptic connections. Mathematical Modeling and Computing, 2019. Vol. 6(1). P. 101–108. https://science.lpnu.ua/mmc/all-volumes-and-issues/volume-6-number-1-2019/hechth-nielsen-theorem-modified-neural-network
Peleshchak R., Lytvyn V., Bihun O., Peleshchak I. Structural transformations of incoming signal by a single nonlinear oscillatory neuron or by an artificial nonlinear neural network. International Journal of Intelligent Systems and Applications (IJISA)), 2019. Vol. 11(8). P. 1–10. https://www.mecs-press.org/ijisa/ijisa-v11-n8/IJISA-V11-N8-1.pdf
Peleshchak R., Lytvyn V., Peleshchak I., Olyvko R., Korniak J. Decision making model based on neural network with diagonalized synaptic connections. Advances in Intelligent Systems and Computing, 2019. Vol. 853. P. 321–329. https://link.springer.com/chapter/10.1007/978-3-319-99996-8_29