GNN decoder logit outperforms MWPM logical gap for post-selection, yielding lower logical error rates on surface code syndromes under circuit-level noise.
Accuracy threshold for postselected quantum computation
1 Pith paper cite this work. Polarity classification is still indexing.
abstract
We prove an accuracy threshold theorem for fault-tolerant quantum computation based on error detection and postselection. Our proof provides a rigorous foundation for the scheme suggested by Knill, in which preparation circuits for ancilla states are protected by a concatenated error-detecting code and the preparation is aborted if an error is detected. The proof applies to independent stochastic noise but (in contrast to proofs of the quantum accuracy threshold theorem based on concatenated error-correcting codes) not to strongly-correlated adversarial noise. Our rigorously established lower bound on the accuracy threshold, 1.04 \times 10^{-3}, is well below Knill's numerical estimates.
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quant-ph 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
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Neural network decoder confidence as a learned proxy for the logical gap
GNN decoder logit outperforms MWPM logical gap for post-selection, yielding lower logical error rates on surface code syndromes under circuit-level noise.