New quantum operators in the problem of image recognition

Authors

  • Petro Chynnyk National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
  • Viktor Syneglazov National Aviation University

Keywords:

quantum computing, machine learning, computer vision

Abstract

In this work, new parameterized quantum operators for machine learning are proposed. Their use in machine learning is considered. A comparison of quantum models is made: a quantum model based on proposed quantum operators, a quantum model based on classical parametrized quantum operators.

Additional Files

Published

2025-03-28

Issue

2024: XI Всесвітній конгрес “Авіація в XXI столітті” – “Безпека в авіації та космічні технології”

Section

Automated intelligent control systems for technological processes and moving objects