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A monolithically integrated optical Ising machine.

Bo Wu1, Wenkai Zhang1, Shiji Zhang1

  • 1Wuhan National Laboratory for Optoelectronics, School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan, China.

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Summary
This summary is machine-generated.

We developed a compact, energy-efficient optical Ising machine using optoelectronic coupled oscillators. This integrated system effectively solves combinatorial optimization problems, paving the way for advanced computing.

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Area of Science:

  • Physics
  • Engineering
  • Computer Science

Background:

  • Growing demand for computational power and energy efficiency fuels research into optical Ising machines for optimization.
  • Existing optical Ising machines face limitations in integration density and energy efficiency.

Purpose of the Study:

  • To propose and demonstrate a monolithically integrated four-spin Ising machine.
  • To address challenges in integration density and energy efficiency in optical Ising machines.

Main Methods:

  • Utilized optoelectronic coupled oscillators for the Ising machine architecture.
  • Integrated a custom Mach-Zehnder interferometer (MZI) symmetric matrix with an optical-electrical coupled (OEC) nonlinear unit.
  • Achieved ultra-compact footprint (0.01 mm²) and high power efficiency (4 mW per unit) for the OEC unit.

Main Results:

  • Demonstrated a reconfigurable real-valued coupling matrix with a mean fidelity of 0.986.
  • Measured a spin evolution time of 150 ns and a round-trip time of 1.71 ns.
  • Successfully found ground states for various four-spin Ising problems.

Conclusions:

  • The proposed system offers significant improvements in footprint, power consumption, and convergence time.
  • Represents a key advancement toward monolithic integration of all-optical physical annealing systems.
  • Highlights the potential of optoelectronic coupled oscillators for scalable and efficient optimization.