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Supervised quantum gate "teaching" for quantum hardware design

Published 20 Jul 2016 in cs.LG, quant-ph, and stat.ML | (1607.06146v1)

Abstract: We show how to train a quantum network of pairwise interacting qubits such that its evolution implements a target quantum algorithm into a given network subset. Our strategy is inspired by supervised learning and is designed to help the physical construction of a quantum computer which operates with minimal external classical control.

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