Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Dmitrii S Pashin"'
Autor:
Dmitrii S. Pashin, Pavel V. Pikunov, Marina V. Bastrakova, Andrey E. Schegolev, Nikolay V. Klenov, Igor I. Soloviev
Publikováno v:
Beilstein Journal of Nanotechnology, Vol 14, Iss 1, Pp 1116-1126 (2023)
Josephson digital or analog ancillary circuits are an essential part of a large number of modern quantum processors. The natural candidate for the basis of tuning, coupling, and neromorphic co-processing elements for processors based on flux qubits i
Externí odkaz:
https://doaj.org/article/2352858a27a84d37bed2883e1e353187
Autor:
Dmitrii S. Pashin, Marina V. Bastrakova, Dmitrii A. Rybin, Igor. I. Soloviev, Nikolay V. Klenov, Andrey E. Schegolev
Publikováno v:
Nanomaterials, Vol 14, Iss 10, p 854 (2024)
In this article, we consider designs of simple analog artificial neural networks based on adiabatic Josephson cells with a sigmoid activation function. A new approach based on the gradient descent method is developed to adjust the circuit parameters,
Externí odkaz:
https://doaj.org/article/e5bec3256c134e1c8a1c11dd3a9f8d17
Autor:
Marina V. Bastrakova, Dmitrii S. Pashin, Dmitriy A. Rybin, Andrey E. Schegolev, Nikolay V. Klenov, Igor I. Soloviev, Anastasiya A. Gorchavkina, Arkady M. Satanin
Publikováno v:
Beilstein Journal of Nanotechnology, Vol 13, Iss 1, Pp 653-665 (2022)
We explore the dynamics of an adiabatic neural cell of a perceptron artificial neural network in a quantum regime. This mode of cell operation is assumed for a hybrid system of a classical neural network whose configuration is dynamically adjusted by
Externí odkaz:
https://doaj.org/article/4825e2d972534152a5b72214a9b2bf7b
Autor:
Marina V Bastrakova, Dmitrii S Pashin, Dmitriy A Rybin, Andrey E Schegolev, Nikolay V Klenov, Igor I Soloviev, Anastasiya A Gorchavkina, Arkady M Satanin
We explore the dynamics of an adiabatic neural cell of a perceptron artificial neural network in a quantum regime. This mode of the cell operation is assumed for a hybrid system combining classical neural network having configuration dynamically adju
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::25362e28ce81043e8447c3d815db7af1
https://doi.org/10.3762/bxiv.2022.25.v1
https://doi.org/10.3762/bxiv.2022.25.v1