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Paper 1

Presentation of a New Decoder Based on Quantum Cellular Automata Technology Along with an Analysis of Energy Consumption

Mostafa Sadeghi, Sanaz Asadinia, Mehdi Hamidkhani, Faezeh Memarzadeh Zavareh

Year

2023

Journal

2023 14th International Conference on Information and Knowledge Technology (IKT)

DOI

10.1109/ikt62039.2023.10433021

arXiv

-

No abstract.

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Paper 2

Estimating and decoding coherent errors of QEC experiments with detector error models

Evangelia Takou, Kenneth R. Brown

Year

2025

Journal

arXiv preprint

DOI

arXiv:2510.23797

arXiv

2510.23797

Decoders of quantum error correction (QEC) experiments make decisions based on detected errors and the expected rates of error events, which together comprise a detector error model. Here we show that the syndrome history of QEC experiments is sufficient to detect and estimate coherent errors, removing the need for prior device benchmarking experiments. Importantly, our method shows that experimentally determined detector error models work equally well for both stochastic and coherent noise regimes. We model fully-coherent or fully-stochastic noise for repetition and surface codes and for various phenomenological and circuit-level noise scenarios, by employing Majorana and Monte Carlo simulators. We capture the interference of coherent errors, which appears as enhanced or suppressed physical error rates compared to the stochastic case, and also observe hyperedges that do not appear in the corresponding Pauli-twirled models. Finally, we decode the detector error models undergoing coherent noise and find different thresholds compared to detector error models built based on the stochastic noise assumption.

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