Article

Leveraging Pre-Trained Neural Networks to Enhance Machine Learning with Variational Quantum Circuits

2024-12-02

Abstract excerpt

<title>Abstract</title> <p>Quantum Machine Learning (QML) offers tremendous potential but is currently limited by the availability of qubits. We introduce an innovative approach that utilizes pre-trained neural networks to enhance Variational Quantum Circuits (VQC). This technique effectively separates approximation error from qubit count and removes the need for restrictive conditions, making QML more viable for...

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Literature Corpus work: 274c1fea-b596-538c-aa64-76283be4018e
DOI: 10.21203/rs.3.rs-5442273/v1

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