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5 March 2021 Heuristic algorithms to solve combinatorial problems with photonics
Charles Roques-Carmes, Yichen Shen, Mihika Prabhu, Dirk Englund, John Joannopoulos, Marin Soljacic
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Proceedings Volume 11703, AI and Optical Data Sciences II; 117030A (2021) https://doi.org/10.1117/12.2579334
Event: SPIE OPTO, 2021, Online Only
Abstract
Combinatorial problems, such as the Ising problem, are hard to solve with conventional electronics. Photonic systems have recently been proposed as an efficient platform to solve these problems faster and more efficiently, thus calling for the development of featured algorithms to run on photonic machines. A few recent findings, including the Photonic Recurrent Ising Sampler, a photonic machine that recurrently solves arbitrary Ising problems, will be presented in this talk, along with their experimental realizations in various platforms.
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Charles Roques-Carmes, Yichen Shen, Mihika Prabhu, Dirk Englund, John Joannopoulos, and Marin Soljacic "Heuristic algorithms to solve combinatorial problems with photonics", Proc. SPIE 11703, AI and Optical Data Sciences II, 117030A (5 March 2021); https://doi.org/10.1117/12.2579334
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KEYWORDS
Photonics
Algorithm development
Electronics
Photonics systems
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