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Gaussian optical Ising machines

Abstract:
It has recently been shown that optical parametric oscillator (OPO) Ising machines, consisting of coupled optical pulses circulating in a cavity with parametric gain, can be used to probabilistically find low-energy states of Ising spin systems. In this work, we study optical Ising machines that operate under simplified Gaussian dynamics. We show that these dynamics are sufficient for reaching probabilities of success comparable to previous work. Based on this result, we propose modified optical Ising machines with simpler designs that do not use parametric gain yet achieve similar performance, thus suggesting a route to building much larger systems.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1103/PhysRevA.96.043850

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Institution:
University of Oxford
Division:
MPLS
Department:
Physics
Department:
Oxford, Colleges and Halls
Role:
Author
More by this author
Division:
MPLS
Department:
Physics
Role:
Author
More by this author
Division:
MPLS
Department:
Physics
Role:
Author
More by this author
Division:
MPLS
Department:
Physics
Role:
Author
More by this author
Division:
MPLS
Department:
Physics
Role:
Author


Publisher:
American Physical Society
Journal:
Physical Review A More from this journal
Volume:
96
Issue:
4
Pages:
043850
Publication date:
2017-10-23
Acceptance date:
2017-10-04
DOI:
EISSN:
2469-9934
ISSN:
2469-9934


Keywords:
Pubs id:
pubs:732320
UUID:
uuid:56f180fb-d5f5-47ff-ac1f-1857a5c9e41a
Local pid:
pubs:732320
Source identifiers:
732320
Deposit date:
2017-10-05

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