An On-Chip Control and Readout Circuit Design for an Ising Annealer
Beyza Zeynep Ucpinar
1, 2
,
Mustafa Altay Karamuftuogl
1, 2
,
Sasan Razmkhah
1, 2
,
Mehdi Kamal
1, 2
,
M. Pedram
1, 2
Publication type: Journal Article
Publication date: 2025-08-01
scimago Q2
wos Q3
SJR: 0.508
CiteScore: 3.4
Impact factor: 1.8
ISSN: 10518223, 15582515, 23787074
Abstract
In this work, we propose a novel methodology for on-chip control and readout circuits for the Lechner-Hauke-Zoller (LHZ) based superconductor Ising machines (IMs). By enabling the precise mapping of weight values on each spin realized by the Josephson parametric oscillator (JPO), we solve combinatorial optimization problems (COPs) efficiently. Our approach overcomes key challenges in mapping weighted Non-deterministic Polynomial Complete (NPC) problems. We demonstrate 3-bit weight resolution by dynamically modulating the phase of the pump current, $I_{pump}$ , in JPOs using integrated control circuits. For the readout, we designed a Quasi One Junction SQUID (QOS) circuit capable of detecting 0 and $\pi$ phase differences at the output of the JPOs. Finally, we validate our methodology by solving two weighted NPC problems by simulation.
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Ucpinar B. Z. et al. An On-Chip Control and Readout Circuit Design for an Ising Annealer // IEEE Transactions on Applied Superconductivity. 2025. Vol. 35. No. 5. pp. 1-6.
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Ucpinar B. Z., Karamuftuogl M. A., Razmkhah S., Kamal M., Pedram M. An On-Chip Control and Readout Circuit Design for an Ising Annealer // IEEE Transactions on Applied Superconductivity. 2025. Vol. 35. No. 5. pp. 1-6.
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TY - JOUR
DO - 10.1109/tasc.2025.3540049
UR - https://ieeexplore.ieee.org/document/10878440/
TI - An On-Chip Control and Readout Circuit Design for an Ising Annealer
T2 - IEEE Transactions on Applied Superconductivity
AU - Ucpinar, Beyza Zeynep
AU - Karamuftuogl, Mustafa Altay
AU - Razmkhah, Sasan
AU - Kamal, Mehdi
AU - Pedram, M.
PY - 2025
DA - 2025/08/01
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 1-6
IS - 5
VL - 35
SN - 1051-8223
SN - 1558-2515
SN - 2378-7074
ER -
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@article{2025_Ucpinar,
author = {Beyza Zeynep Ucpinar and Mustafa Altay Karamuftuogl and Sasan Razmkhah and Mehdi Kamal and M. Pedram},
title = {An On-Chip Control and Readout Circuit Design for an Ising Annealer},
journal = {IEEE Transactions on Applied Superconductivity},
year = {2025},
volume = {35},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {aug},
url = {https://ieeexplore.ieee.org/document/10878440/},
number = {5},
pages = {1--6},
doi = {10.1109/tasc.2025.3540049}
}
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MLA
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Ucpinar, Beyza Zeynep, et al. “An On-Chip Control and Readout Circuit Design for an Ising Annealer.” IEEE Transactions on Applied Superconductivity, vol. 35, no. 5, Aug. 2025, pp. 1-6. https://ieeexplore.ieee.org/document/10878440/.