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  1. Peleshchak, Roman [Author]; Lytvyn, Vasyl [Author]; Peleshchak, Ivan [Author]; Khudyy, Andriy [Author]; Rybchak, Zoriana [Author]; Mushasta, Solomiya [Author]

    Text Tonality Classification Using a Hybrid Convolutional Neural Network with Parallel and Sequential Connections Between Layers

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    2022

    Published in: CoLInS (6. : 2022 : Online): Computational linguistics and intelligent systems ; Volume 1: Main conference ; (2022), Seite 904-915

  4. Peleshchak, Roman; Lytvyn, Vasyl; Doroshenko, Mykola; Peleshchak, Ivan; Sidletskyi, Sviatoslav

    Distorted character recognition by an incompatible single-layer dipole neural network

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    Lviv Polytechnic National University, 2022

    Published in: Vìsnik Nacìonalʹnogo unìversitetu "Lʹvìvsʹka polìtehnìka". Serìâ Ìnformacìjnì sistemi ta merežì, 12 (2022), Seite 199-207

  5. Lytvyn, Vasyl; Peleshchak, Roman; Peleshchak, Ivan; Cherniak, Oksana; Demkiv, Lyubomyr

    Building a mathematical model and an algorithm for training a neural network with sparse dipole synaptic connections for image recognition

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    Private Company Technology Center, 2021

    Published in: Eastern-European Journal of Enterprise Technologies, 6 (2021) 4 (114), Seite 21-27

  6. Peleshchak, Roman; Lytvyn, Vasyl; Peleshchak, Ivan; Vysotska, Viktoriia; Cherniak, Oksana

    Construction of an Optimized Multilayer Neural Network Within a Nonlinear Model of Generalized Error

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    Lviv Polytechnic National University, 2021

    Published in: Vìsnik Nacìonalʹnogo unìversitetu "Lʹvìvsʹka polìtehnìka". Serìâ Ìnformacìjnì sistemi ta merežì, 9 (2021), Seite 53-60

  7. Peleshchak, Roman; Lytvyn, Vasyl; Peleshchak, Ivan; Vysotska, Viktoriia

    Development of an artificial neural network with oscillatory neurons for recognition of spectral images

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    Lviv Polytechnic National University, 2020

    Published in: Vìsnik Nacìonalʹnogo unìversitetu "Lʹvìvsʹka polìtehnìka". Serìâ Ìnformacìjnì sistemi ta merežì (2020) 7, Seite 16-23