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Quantum Error Correction with Quantum Autoencoders [PDF]

open access: yesQuantum, 2023
Active quantum error correction is a central ingredient to achieve robust quantum processors. In this paper we investigate the potential of quantum machine learning for quantum error correction in a quantum memory.
David F. Locher   +2 more
doaj   +5 more sources

Demonstrating multi-round subsystem quantum error correction using matching and maximum likelihood decoders [PDF]

open access: yesNature Communications, 2023
Quantum error correction offers a promising path for performing high fidelity quantum computations. Although fully fault-tolerant executions of algorithms remain unrealized, recent improvements in control electronics and quantum hardware enable ...
Neereja Sundaresan   +9 more
doaj   +2 more sources

Experimental demonstration of continuous quantum error correction [PDF]

open access: yesNature Communications, 2022
Continuous quantum error correction requires less ancillary resources compared to standard QEC methods. Here, the authors demonstrate experimentally a continuous quantum error correction code in a planar superconducting architecture.
William P. Livingston   +5 more
doaj   +2 more sources

Quantum error-correction using humming sparrow optimization based self-adaptive deep cnn noise correction module [PDF]

open access: yesScientific Reports
The error correction model’s main purpose in heavy hexagonal quantum codes is to improve their reliability for quantum computing applications. Existing challenges include finding the optimal decoder for quantum error correction in heavy hexagonal codes ...
Umesh Uttamrao Shinde, Ravikumar Bandaru
doaj   +2 more sources

Tracking quantum error correction [PDF]

open access: yesPhysical Review A, 2018
To implement fault-tolerant quantum computation with continuous variables, the Gottesman--Kitaev--Preskill (GKP) qubit has been recognized as an important technological element. We have proposed a method to reduce the required squeezing level to realize large scale quantum computation with the GKP qubit [Phys. Rev. X.
Akihisa Tomita, Kosuke Fukui
exaly   +4 more sources

Quantum error correction: an introductory guide [PDF]

open access: yesContemporary Physics, 2019
Quantum error correction protocols will play a central role in the realisation of quantum computing; the choice of error correction code will influence the full quantum computing stack, from the layout of qubits at the physical level to gate compilation strategies at the software level.
Joschka Roffe
exaly   +4 more sources

The Hitchhiker’s Guide to the Surface Code [PDF]

open access: yesEntropy
Error correction is an essential part of the theory of quantum computation. However, new quantum computation students may find the theories of error correction and fault tolerance daunting, or they may be stuck with theoretical/outdated schemes (such as ...
Fang Zhang, Jianxin Chen
doaj   +2 more sources

New perspectives on covariant quantum error correction [PDF]

open access: yesQuantum, 2021
Covariant codes are quantum codes such that a symmetry transformation on the logical system could be realized by a symmetry transformation on the physical system, usually with limited capability of performing quantum error correction (an important case ...
Sisi Zhou, Zi-Wen Liu, Liang Jiang
doaj   +1 more source

The Qubit Fidelity Under Different Error Mechanisms Based on Error Correction Threshold

open access: yesFrontiers in Physics, 2022
Quantum error correction is a crucial step to realize large-scale universal quantum computing, and the condition for realizing quantum error correction is that the error probability of each operation step must below some threshold. This requires that the
Kai Li, Kai Li
doaj   +1 more source

On the Probabilistic Quantum Error Correction

open access: yesIEEE Transactions on Information Theory, 2023
28 pages, 2 ...
Ryszard Kukulski   +2 more
openaire   +2 more sources

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