Cellular automaton decoders for topological quantum codes with noisy measurements and beyond.

Abstract:

:We propose an error correction procedure based on a cellular automaton, the sweep rule, which is applicable to a broad range of codes beyond topological quantum codes. For simplicity, however, we focus on the three-dimensional toric code on the rhombic dodecahedral lattice with boundaries and prove that the resulting local decoder has a non-zero error threshold. We also numerically benchmark the performance of the decoder in the setting with measurement errors using various noise models. We find that this error correction procedure is remarkably robust against measurement errors and is also essentially insensitive to the details of the lattice and noise model. Our work constitutes a step towards finding simple and high-performance decoding strategies for a wide range of quantum low-density parity-check codes.

journal_name

Sci Rep

journal_title

Scientific reports

authors

Vasmer M,Browne DE,Kubica A

doi

10.1038/s41598-021-81138-2

subject

Has Abstract

pub_date

2021-01-21 00:00:00

pages

2027

issue

1

issn

2045-2322

pii

10.1038/s41598-021-81138-2

journal_volume

11

pub_type

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