Нові Квантові Оператори для Машинного Навчання

Victor Sineglazov; Petro Chynnyk

New Quantum Operators for Machine Learning

Authors

Victor Sineglazov dept. of Artificial Intelligence, NTUU “Igor Sikorsky Kyiv Polytechnic Institute”
Petro Chynnyk dept. of Artificial Intelligence, NTUU “Igor Sikorsky Kyiv Polytechnic Institute”

Keywords:

machine learning, quantum computing, quantum machine learning

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 the proposed quantum operators, a quantum model based on classical parametrized quantum operators.