Detected the steerability bounds of the generalized Werner states via BackPropagation neural network
Jun Zhang,
Kan He,
Ying Zhang
et al.
Abstract:We use error BackPropagation (BP) neural network to determine whether an arbitrary two-qubit quantum state is steerable and optimize the steerability bounds of the generalized Werner state. The results show that no matter how we choose the features for the quantum states, we can use the BP neural network to construct several models to realize high-performance quantum steering classifiers compared with the support vector machine (SVM). In addition, we predict the steerability bounds of the generalized Werner st… Show more
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