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Quantum Error Correction Fault Tolerance
Quantum Machine Learning
General error mitigation for quantum circuits
arXiv
Authors: Manpreet Singh Jattana, Fengping Jin, Hans De Raedt, Kristel Michielsen
Year
2020
Paper ID
19107
Status
Preprint
Abstract Read
~2 min
Abstract Words
70
Citations
N/A
Abstract
A general method to mitigate the effect of errors in quantum circuits is outlined. The method is developed in sight of characteristics that an ideal method should possess and to ameliorate an existing method which only mitigates state preparation and measurement errors. The method is tested on different IBM Q quantum devices, using randomly generated circuits with up to four qubits. A large majority of results show significant error mitigation.
Why This Paper Matters
- This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
- It adds a 2020 reference point for readers tracking recent quantum research.
- A general method to mitigate the effect of errors in quantum circuits is outlined.
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