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Quantum algorithm and circuit for learning parity with noise of classical learning data and system thereof
Quantum algorithm and circuit for learning parity with noise of classical learning data and system thereof
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机译：Quantum算法和电路与经典学习数据噪声和系统的噪声
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摘要
The present invention relates to a parity learning quantum algorithm, a quantum circuit, and a system using the same, and more particularly, to a parity learning quantum algorithm, a quantum circuit, and a system using the same for a classical learning sample with errors. In the present invention, a learning sample collecting step of collecting a classical learning sample with an error in the parity bit; a preprocessing step of encoding the collected classical learning sample into a quantum state; a quantum state measurement step of measuring each qubit after applying a Hadamard gate to each qubit of the preprocessed quantum state; and a reinforcement learning step of performing reinforcement learning to predict the parity of a learning sample not given in the classical learning sample using the measurement result of the quantum state; start
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