Large-scale coherent Ising machine based on optoelectronic parametric oscillator

Qizhuang Cen; Hao Ding; Tengfei Hao; Shanhong Guan; Zhiqiang Qin; Jiaming Lyu; Wei Li; Ninghua Zhu; Kun Xu; Yitang Dai; Ming Li

doi:10.1038/s41377-022-01013-1

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Large-scale coherent Ising machine based on optoelectronic parametric oscillator

Original Articles

- Large-scale coherent Ising machine based on optoelectronic parametric oscillator
- Light: Science & Applications Vol. 11, Issue 12, Pages: 2972-2981(2022)
- Affiliations：
  
  1.State Key Laboratory on Integrated Optoelectronics, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, China
  2.School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China
  3.Center of Materials Science and Optoelectronics Engineering, University of Chinese Academy of Sciences, Beijing, China
  4.State Key Laboratory of Information Photonics and Optical Communications, Beijing University of Posts and Telecommunications, Beijing, China
  5.School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China
  6.Peng Cheng Laboratory, Shenzhen, China
- Author bio：
  
  Yitang Dai (ytdai@bupt.edu.cn)
  Ming Li (ml@semi.ac.cn)
- Funds：
- DOI：10.1038/s41377-022-01013-1
  CLC：
- Published：31 December 2022，
  
  Published Online：25 November 2022，
  
  Received：07 May 2022，
  
  Revised：08 October 2022，
  
  Accepted：11 October 2022
- Accepted：
Scan QR Code
Cen, Q. Z. et al. Large-scale coherent Ising machine based on optoelectronic parametric oscillator. Light: Science & Applications, 11, 2972-2981 (2022).
DOI：

Cen, Q. Z. et al. Large-scale coherent Ising machine based on optoelectronic parametric oscillator. Light: Science & Applications, 11, 2972-2981 (2022). DOI： 10.1038/s41377-022-01013-1.

摘要

Abstract

Ising machines based on analog systems have the potential to accelerate the solution of ubiquitous combinatorial optimization problems. Although some artificial spins to support large-scale Ising machines have been reported

e.g.

superconducting qubits in quantum annealers and short optical pulses in coherent Ising machines

the spin stability is fragile due to the ultra-low equivalent temperature or optical phase sensitivity. In this paper

we propose to use short microwave pulses generated from an optoelectronic parametric oscillator as the spins to implement a large-scale Ising machine with high stability. The proposed machine supports 25

600 spins and can operate continuously and stably for hours. Moreover

the proposed Ising machine is highly compatible with high-speed electronic devices for programmability

paving a low-cost

accurate

and easy-to-implement way toward solving real-world optimization problems.

关键词

Keywords

references

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