Mixed Quantum State Dynamics Estimation with Artificial Neural Network
In traditional quantum measurements, the size of tomography increases exponentially with the growth of qubit counts. In this paper, we introduce machine learning techniques such as Deep Neural Network (DNN) and Long Short Term Memory (LSTM) to analyze the Quantum Density Matrix up to 4 qubits, with no assumption of governing model.
- Issue Date
- 2018-10
- Language
- English
- Citation
9th International Conference on Information and Communication Technology Convergence, ICTC 2018, pp.740 - 747
- Appears in Collection
- EE-Conference Papers(학술회의논문)PH-Conference Papers(학술회의논문)
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