Scalable Spin-Glass Optical Simulator

نویسندگان

چکیده

Many developments in science and engineering depend on tackling complex optimizations large scales. The challenge motivates intense search for specific computing hardware that takes advantage from quantum features, nonlinear dynamics, or photonics. A paradigmatic optimization problem is finding low-energy states classical spin systems with fully-random interactions. To date no alternative platform can address such spin-glass problems a scale. Here we propose realize an optical scalable simulator based spatial light modulation multiple scattering. By tailoring transmission through disordered medium, optically accelerate the computation of ground state networks all-to-all random couplings. Scaling operation time size demonstrates over conventional computing. Our results point out vector-matrix multiplication as tool provide general route towards large-scale exploits speed, parallelism coherence light.

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ژورنال

عنوان ژورنال: Physical review applied

سال: 2021

ISSN: ['2331-7043', '2331-7019']

DOI: https://doi.org/10.1103/physrevapplied.15.034087