ArticleLight, science & applications2022
Large-scale coherent Ising machine based on optoelectronic parametric oscillator.
Article in Light, science & applications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 62 citations in OpenAlex.
- Combinatorial optimization with Kerr solitons.Science advances · 2026Article
- Metrics for spin-based computing.Nature reviews. Physics · 2026Article
- Accelerating a coherent Ising machine by XY-Ising spin transition.Scientific reports · 2026Article
- A versatile large-scale coherent Ising machine from microwave to visible and telecom wavelength bands.Light, science & applications · 2026Article
- A versatile coherent Ising computing platform.Light, science & applications · 2026Article
- Programmable optoelectronic Ising machine for optimization of real-world problems.Light, science & applications · 2026Article
- Article
- A monolithically integrated optical Ising machine.Nature communications · 2025Article
- An Approach to Reduce Tuning Sensitivity in the PIC-Based Optoelectronic Oscillator by Controlling the Phase Shift in Its Feedback Loop.Micromachines · 2024Article
- Point convolutional neural network algorithm for Ising model ground state research based on spring vibration.Scientific reports · 2024Article
- Wavelength-division multiplexing optical Ising simulator enabling fully programmable spin couplings and external magnetic fields.Science advances · 2023Article
Corrections and comments
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Authors and funding
11 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.