Optimal Decoding of 2D Compass Codes Under Coherent Noise

Coherent noise on the physical qubits can lead to coherent error on the logical qubits in a quantum error-corrected system, even if the best recovery operator is found. An optimal decoder under coherent noise finds the minimal angle of the logical, coherent rotation for a given physical rotation angle under the uniform, coherent noise model. We show that one can optimally decode <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$2\mathrm{D}$</tex> compass codes without an explicit optimal decoder in polynomial complexity by simply flipping the sampled logical angle using a Majorana simulator and a sub-optimal decoder. Estimating the threshold requires tools different from MWPM decoding. As the infidelity curves don't intersect, we use finite-size scaling to evaluate optimal decoding performance by estimating the logical infidelity at the infinite distance limit. We motivate our finite size scaling ansatz based on repetition code-like compass codes for which we can exactly calculate the logical channel up to a distance of up to 1021. Under optimal decoding, our finite-size scaling methods predict a threshold of <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(0.274\pm 0.010)\pi$</tex> for the surface code and a threshold of <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(0.252\pm 0.001)\pi$</tex> for the m=2 Z-stacked Shor code. We compare our results to previous predictions and find a slight deviation in the case of the Z-stacked Shor code and a slight decrease in the case of the surface code.

Authors

Institutions

Publication Details

Published
2024-09-15
DOI
https://doi.org/10.1109/qce60285.2024.10349
Primary Topic
Cellular Automata and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimal Decoding of 2D Compass Codes Under Coherent Noise

Bálint Pató, Kenneth R. Brown, Qiang Miao
Cellular Automata and Applications
article

Optimal Decoding of 2D Compass Codes Under Coherent Noise

Bálint Pató, Kenneth R. Brown, Qiang Miao
article en

Abstract

Coherent noise on the physical qubits can lead to coherent error on the logical qubits in a quantum error-corrected system, even if the best recovery operator is found. An optimal decoder under coherent noise finds the minimal angle of the logical, coherent rotation for a given physical rotation angle under the uniform, coherent noise model. We show that one can optimally decode <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$2\mathrm{D}$</tex> compass codes without an explicit optimal decoder in polynomial complexity by simply flipping the sampled logical angle using a Majorana simulator and a sub-optimal decoder. Estimating the threshold requires tools different from MWPM decoding. As the infidelity curves don't intersect, we use finite-size scaling to evaluate optimal decoding performance by estimating the logical infidelity at the infinite distance limit. We motivate our finite size scaling ansatz based on repetition code-like compass codes for which we can exactly calculate the logical channel up to a distance of up to 1021. Under optimal decoding, our finite-size scaling methods predict a threshold of <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(0.274\pm 0.010)\pi$</tex> for the surface code and a threshold of <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$(0.252\pm 0.001)\pi$</tex> for the m=2 Z-stacked Shor code. We compare our results to previous predictions and find a slight deviation in the case of the Z-stacked Shor code and a slight decrease in the case of the surface code.

Duke University (US)
Climate action
Openalex Percentile: Top 70%
Cellular Automata and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.