A Simple Quantum Neural Net with a Periodic Activation Function

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Daskin, Ammar;
  • Related identifiers: doi: 10.1109/SMC.2018.00491
  • Subject: Computer Science - Machine Learning | Computer Science - Neural and Evolutionary Computing | Quantum Physics
    acm: ComputingMethodologies_PATTERNRECOGNITION
    arxiv: Computer Science::Neural and Evolutionary Computation

In this paper, we propose a simple neural net that requires only $O(nlog_2k)$ number of qubits and $O(nk)$ quantum gates: Here, $n$ is the number of input parameters, and $k$ is the number of weights applied to these parameters in the proposed neural net. We describe th... View more
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