Neuro-symbolic approach for the biological systems and processes research

• Published in: PROBLEMS IN PROGRAMMING
• Date: 2024
• Issue: 2-3
• Pages: 271-279
• ISSN: 1727-4907
• Author Affiliations: O.O. Letychevskyi — Glushkov Institute of Cybernetics NAS of Ukraine; Yu.H. Tarasich — Glushkov Institute of Cybernetics NAS of Ukraine
• Keywords: молекулярне моделювання, нейронне моделювання, алгебраїчне моделювання, нейроні мережі, нейро-символьний підхід, модель нейронної мережі, нейронні мережи, вірус-клітинна взаємодія, нейронна мережа, нейросимвольний підхід
• Main Authors: Letychevskyi, O.O., Tarasich, Yu.H.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2024
• Subjects: neuro-symbolic approach; neural networks; molecular modelling; algebraic modelling; virus-cell interaction; UDC 519.85
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/646
• Journal Title: Problems in programming

The current state and prospects for the application of neural network technology and systems built based on neural networks for studying biological systems and processes (in particular, the processes of virus-cell interaction) were considered in the article. In particular, the concept of the neuro-s...