SBQE encodes data via learnable shot distributions over initial states to form mixed quantum representations, achieving 89.1% accuracy on Semeion and 80.95% on Fashion MNIST without encoding gates.
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Experimental demonstration of quantum anomaly detection on audio-encoded states using a three-qubit diamond spin processor, achieving a minimum error rate of 15.4%.
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Shot-Based Quantum Encoding: A Data-Loading Paradigm for Quantum Neural Networks
SBQE encodes data via learnable shot distributions over initial states to form mixed quantum representations, achieving 89.1% accuracy on Semeion and 80.95% on Fashion MNIST without encoding gates.
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Quantum Anomaly Detection with a Spin Processor in Diamond
Experimental demonstration of quantum anomaly detection on audio-encoded states using a three-qubit diamond spin processor, achieving a minimum error rate of 15.4%.