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Universal discriminative quantum neural networks

期刊: QUANTUM MACHINE INTELLIGENCE, 2021; 3 (1)

Recent results have demonstrated the successful applications of quantum-classical hybrid methods to train quantum circuits for a variety of machine le......

QDNN: deep neural networks with quantum layers

期刊: QUANTUM MACHINE INTELLIGENCE, 2021; 3 (1)

In this paper, a quantum extension of classical deep neural network (DNN) is introduced, which is called QDNN and consists of quantum structured layer......

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