Zobrazeno 1 - 10
of 862
pro vyhledávání: '"Ostroukh, Andrey"'
This paper describes a method for using Grovers algorithm to create a quantum vector database, the database stores embeddings based on Controlled-S gates, which represent a binary numerical value. This value represents the embeddings value. The proce
Externí odkaz:
http://arxiv.org/abs/2306.15295
This paper showcases a method of parametric synthesis of quantum circuits for training perceptron neural networks. Synapse weights are found using Grover's algorithm with a modified oracle function. The results of running these parametrically synthes
Externí odkaz:
http://arxiv.org/abs/2209.09496
At the moment, quantum circuits are created mainly by manually placing logic elements on lines that symbolize quantum bits. The purpose of creating Quantum Circuit Synthesizer "Naginata" was due to the fact that even with a slight increase in the num
Externí odkaz:
http://arxiv.org/abs/2209.09903
This paper highlights a practical research of the possibility of forming quantum circuits for training neural networks. The demonstrated quantum circuits were based on the principles of Grover's Search Algorithm. The perceptron was chosen as the arch
Externí odkaz:
http://arxiv.org/abs/2110.09891
This paper highlights the possibility of creating quantum neural networks that are trained by Grover's Search Algorithm. The purpose of this work is to propose the concept of combining the training process of a neural network, which is performed on t
Externí odkaz:
http://arxiv.org/abs/2110.01443
This article highlights some of the key operating principles of Grover algorithm. These principles were used to develop a new oracle function, that illustrates the possibility of using Grover algorithm for solving more realistic and specific search p
Externí odkaz:
http://arxiv.org/abs/2109.05921
Publikováno v:
In Transportation Research Procedia 2021 57:385-391
Publikováno v:
In Transportation Research Procedia 2021 57:376-384
Autor:
Ostroukh, Andrey1, Surkova, Nataliya1
Publikováno v:
Proceedings of the International Multidisciplinary Scientific GeoConference SGEM. 2018, Vol. 18, p445-451. 7p.
Autor:
Ostroukh, Andrey1, Surkova, Nataliya1
Publikováno v:
Proceedings of the International Multidisciplinary Scientific GeoConference SGEM. 2018, Vol. 18, p247-254. 8p.