Two matched-filter algorithms for neutral-atom qubit readout reduce measurement errors by 32-43% versus Gaussian thresholds and use 100x fewer parameters than CNNs while remaining scalable.
For each measurement time, there are 6,002 images, randomly shuffled and split into 60% for training, 20% for testing, and 20% for validation
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Efficient measurement of neutral-atom qubits with matched filters
Two matched-filter algorithms for neutral-atom qubit readout reduce measurement errors by 32-43% versus Gaussian thresholds and use 100x fewer parameters than CNNs while remaining scalable.