LUNA achieves up to 10.95x area reduction and 30% lower latency for qubit readout using integrator-based preprocessing and LogicNet LUT synthesis with minimal fidelity loss.
2024.Data for "End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml
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LUNA: LUT-Based Neural Architecture for Fast and Low-Cost Qubit Readout
LUNA achieves up to 10.95x area reduction and 30% lower latency for qubit readout using integrator-based preprocessing and LogicNet LUT synthesis with minimal fidelity loss.