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Coherent Ising machines—optical neural networks operating at the quantum limit

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In this article, we will introduce the basic concept and the quantum feature of a novel computing system, coherent Ising machines, and describe their theoretical and experimental performance. We start… Click to show full abstract

In this article, we will introduce the basic concept and the quantum feature of a novel computing system, coherent Ising machines, and describe their theoretical and experimental performance. We start with the discussion how to construct such physical devices as the quantum analog of classical neuron and synapse, and end with the performance comparison against various classical neural networks implemented in CPU and supercomputers.

Keywords: quantum; neural networks; ising machines; coherent ising; machines optical; optical neural

Journal Title: npj Quantum Information
Year Published: 2017

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