Decoding algorithms for surface codes

A deMarti iOlius, P Fuentes, R Orús, PM Crespo… - Quantum, 2024 - quantum-journal.org
Quantum technologies have the potential to solve certain computationally hard problems
with polynomial or super-polynomial speedups when compared to classical methods …

Language models for quantum simulation

RG Melko, J Carrasquilla - Nature Computational Science, 2024 - nature.com
A key challenge in the effort to simulate today's quantum computing devices is the ability to
learn and encode the complex correlations that occur between qubits. Emerging …

Correlated decoding of logical algorithms with transversal gates

M Cain, C Zhao, H Zhou, N Meister, JPB Ataides… - Physical Review Letters, 2024 - APS
Quantum error correction is believed to be essential for scalable quantum computation, but
its implementation is challenging due to its considerable space-time overhead. Motivated by …

Learning high-accuracy error decoding for quantum processors

J Bausch, AW Senior, FJH Heras, T Edlich, A Davies… - Nature, 2024 - nature.com
Building a large-scale quantum computer requires effective strategies to correct errors that
inevitably arise in physical quantum systems. Quantum error-correction codes present a way …

[HTML][HTML] Optimizing quantum error correction codes with reinforcement learning

HP Nautrup, N Delfosse, V Dunjko, HJ Briegel… - Quantum, 2019 - quantum-journal.org
Quantum error correction is widely thought to be the key to fault-tolerant quantum
computation. However, determining the most suited encoding for unknown error channels or …

TRANSLATING GOVERNANCE AND LEGAL COMPLIANCE: EXPLORING THE ROLE OF TRANSLATION IN FACILITATING CORPORATE REPORTING AND POLICY …

A Al-Tarawneh, M Al-Badawi… - Corporate Law & …, 2024 - search.ebscohost.com
Translation plays a crucial role in ensuring legal compliance and effective policy
implementation in today's digitized and globalized era. This paper aims to highlight the …

Afs: Accurate, fast, and scalable error-decoding for fault-tolerant quantum computers

P Das, CA Pattison, S Manne… - … Symposium on High …, 2022 - ieeexplore.ieee.org
Quantum computers promise computational advantages for many important problems
across various application domains. Unfortunately, physical quantum devices are highly …

Neural-network decoders for quantum error correction using surface codes: A space exploration of the hardware cost-performance tradeoffs

RWJ Overwater, M Babaie… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Quantum error correction (QEC) is required in quantum computers to mitigate the effect of
errors on physical qubits. When adopting a QEC scheme based on surface codes, error …

NISQ+: Boosting quantum computing power by approximating quantum error correction

A Holmes, MR Jokar, G Pasandi, Y Ding… - 2020 ACM/IEEE 47th …, 2020 - ieeexplore.ieee.org
Quantum computers are growing in size, and design decisions are being made now that
attempt to squeeze more computation out of these machines. In this spirit, we design a …

Reinforcement learning decoders for fault-tolerant quantum computation

R Sweke, MS Kesselring… - Machine Learning …, 2020 - iopscience.iop.org
Topological error correcting codes, and particularly the surface code, currently provide the
most feasible road-map towards large-scale fault-tolerant quantum computation. As such …