Authors:
Mykhailo ZGHUROVSKYI — Academician of the NAS of Ukraine, Doctor of Technical Sciences, Professor, Scientific Director of the Educational and Scientific Institute of Applied System Analysis at the National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
ORCID: https://orcid.org/0000-0001-5896-7466
Google Scholar: https://scholar.google.com.ua/citations?user=WwKYJlgAAAAJ
Scopus ID: https://www.scopus.com/authid/detail.uri?authorId=6506327117&origin=resultslist
Web of Science: https://www.webofscience.com/wos/author/record/1964272
Zaуchenko Yuriy Petrovych – Doctor of Technical Sciences, Professor at the Artificial Intelligence Department of the National University of Radio Electronics, Igor Sikorsky Kyiv Polytechnic Institute
ORCID: https://orcid.org/0000-0001-9662-3269
Google Scholar: https://scholar.google.ru/citations?user=mzGS8GrJhKEC
Scopus ID: https://www.scopus.com/authid/detail.uri?authorId=6602686355
Web of Science: https://www.webofscience.com/wos/author/record/AAK-6203-2020
Reviewers:
O.M. KHIMICH, Doctor of Physical and Mathematical Sciences, Professor, Academician of the NAS of Ukraine
Ye.V. BODIANSKY, Doctor of Technical Sciences, Professor at the Artificial Intelligence Department of Kharkiv University of Radio Electronics
ORCID: https://orcid.org/0000-0001-5418-2143
Scopus ID: https://www.scopus.com/authid/detail.uri?authorId=13105377000
Google Scholar: https://scholar.google.com.ua/citations?user=0rdVsWEAAAAJ
M.M. MALIAR, Doctor of Technical Sciences, Professor, Dean of the Faculty of Mathematics and Digital Technologies, Uzhhorod National University
ORCID: https://orcid.org/0000-0002-2544-1959
Google Scholar: https://scholar.google.com/citations?user=M3f3AT0AAAAJ&hl=ru
Editor-in-Chief: V.Ya. Danilov, Doctor of Technical Sciences, Professor at the Artificial Intelligence Department of the National University of Radio Electronics, Igor Sikorsky Kyiv Polytechnic Institute
ORCID: https://orsid.org/0000-0003-3389-3661
Special attention is given to a detailed analysis of neural networks, including their architectures, training algorithms, and key theoretical aspects, supported by practical examples.
The textbook also covers fuzzy logic methods and neural networks based on them, which are used effectively for forecasting and analyzing the behavior of complex systems.
Additionally, it examines advancements in natural language processing and the evolution of this field from the 1960s to the present day. The textbook is intended for a wide range of students, postgraduates, and professionals who study and apply artificial intelligence in their professional activities.