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Learning to decode logical circuits

quant-ph · 2025-04-23 · conditional · novelty 6.0

A modular neural decoder, MCCD, learns to decode surface-code logical circuits with single-qubit and entangling gates, keeping accuracy while running faster than MWPM, MLE, and BP-OSD in simulated benchmarks.

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  • Learning to decode logical circuits quant-ph · 2025-04-23 · conditional · none · ref 7

    A modular neural decoder, MCCD, learns to decode surface-code logical circuits with single-qubit and entangling gates, keeping accuracy while running faster than MWPM, MLE, and BP-OSD in simulated benchmarks.