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2 article(s) from Pashin, Dmitrii S

A bifunctional superconducting cell as flux qubit and neuron

Dmitrii S. Pashin,
Pavel V. Pikunov,
Marina V. Bastrakova,
Andrey E. Schegolev,
Nikolay V. Klenov and
Igor I. Soloviev

Beilstein J. Nanotechnol. 2023, 14, 1116–1126, doi:10.3762/bjnano.14.92

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Figure 1: The idea behind the creation of the bifunctional cell. The combination of a quantum interferometer ...

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Figure 2: (a, b) Time-dependence of the populations of ground state, P₀(t), (black curve) and first excited s...

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Figure 3: (a) The spectrum of the Hamiltonian (Equation 1) as a function of the external flux φ_in(t) based on the numer...

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Figure 4: (a) Influence of temperature on the transfer characteristic of the parametron in the quantum regime...

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Figure 5: Interference population map for the first excited state (a) and the second state (b) for different ...

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Full Research Paper

Published 21 Nov 2023

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A superconducting adiabatic neuron in a quantum regime

Marina V. Bastrakova,
Dmitrii S. Pashin,
Dmitriy A. Rybin,
Andrey E. Schegolev,
Nikolay V. Klenov,
Igor I. Soloviev,
Anastasiya A. Gorchavkina and
Arkady M. Satanin

Beilstein J. Nanotechnol. 2022, 13, 653–665, doi:10.3762/bjnano.13.57

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Figure 1: (a) Sketch of a flexible hybrid system consisting of a classical ANN having its configuration (syna...

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Figure 2: The energy spectrum and adiabatic (instantaneous) wave functions are represented at the initial tim...

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Figure 3: The neuron activation functions for l = 0.1 and different initial states: The black curve correspon...

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Figure 4: The Wigner functions W(φ, p, t = 0) of the considered system initialized at the initial moment of t...

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Figure 5: The evolution of the Wigner function under the influence of the input flux φ_in for the S_Q neuron in...

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Figure 6: The activation functions of the neuron with l = 2.5 initialized (a) in the ground state, see the bl...

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Figure 7: Evolution of the Wigner function of the S_Q neuron with l = 2.5 initialized in the ground state unde...

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Figure 8: The activation function of the neuron with l = 2.5 initialised at t = 0 in the ground state. Here t...

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Figure 9: The value of the square of the standard deviation, SD, of the S_Q neuron activation function from th...

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Figure 10: The neuron activation function for l = 0.1 (a, c) and l = 2.5 (b, d) when the cell is initialized i...

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Figure 11: The neuron activation functions for l = 0.1 (a, c) and l = 2.5 (b, d) for different renormalized co...

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Full Research Paper

Published 14 Jul 2022

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