Architecture agnostic algorithm for reconfigurable optical interferometer programming
Sergei Kuzmin,
Ivan Dyakonov,
Sergei Kulik
Abstract:We develop the learning algorithm to build the architecture agnostic model of the reconfigurable optical interferometer. Programming the unitary transformation on the optical modes of the interferometer either follows the analytical expression yielding the unitary matrix given the set of phaseshifts or requires the optimization routine if the analytic decomposition does not exist. Our algorithm adopts the supervised learning strategy which matches the model of the interferometer to the training set populated b… Show more
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