A fully programmable 100-spin coherent Ising machine with all-to-all connections

By Peter Leonard McMahon, Alireza Marandi, Yoshitaka Haribara, Ryan Hamerly, C. Langrock, S. Tamate, T. Inagaki, Hiroki Takesue, S. Utsunomiya, Kazuyuki Aihara and 4 more. Science, 2016

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Tunable-range, photon-mediated atomic interactions in multimode cavity QED (2017, background): “In this way, Hopfield associative memories [13,58,61,62] and coherent Ising machines [63,64] may be implemented in the presence of quantum effects like spin entanglement and quantum criticality, providing a new route to quantum neuromorphic computation.”
Ising machines as hardware solvers of combinatorial optimization problems (2022, background): “The classical description of a CIM (5) is sufﬁcient to explain the results obtained in the experimental demonstrations 35,115,116,119,124–126 to date, since these experiments have used DOPOs with fairly large roundtrip (photon) loss.”
Large-Scale Optical Neural Networks based on Photoelectric Multiplication (2018, methodology): “This encoding, reminiscent of the Coherent Ising Machine [28, 29, 30], contrasts with other approaches used for neural networks, which encode inputs in separate spatial channels [23, 24, 22].”
Probing many-body dynamics on a 51-atom quantum simulator (2017, background): “perconducting [13] and optical [14] systems, but these realizations lack either coherence or quantum nonlinearity, which are essential for achieving full quantum speedup.”