TY - JOUR
T1 - Towards a general framework of Randomized Benchmarking incorporating non-Markovian Noise
AU - Figueroa-Romero, Pedro
AU - Modi, K.
AU - Hsieh, Min Hsiu
N1 - Funding Information:
The authors thank Joel Wallman for insightful discussion. KM acknowledges the support of Australian Research Council’s Discovery Projects DP210100597 & DP220101793, and the International Quantum U Tech Accelerator award by the US Air Force Research Laboratory.
Publisher Copyright:
© 2022 by the Author(s).
PY - 2022/12/1
Y1 - 2022/12/1
N2 - The rapid progress in the development of quantum devices is in large part due to the availability of a wide range of characterization techniques allowing to probe, test and adjust them. Nevertheless, these methods often make use of approximations that hold in rather simplistic circumstances. In particular, assuming that error mechanisms stay constant in time and have no dependence in the past, is something that will be impossible to do as quantum processors continue scaling up in depth and size. We establish a theoretical framework for the Randomized Benchmarking (RB) protocol encompassing temporally-correlated, so-called non-Markovian noise, at the gate level, for any gate set belonging to a wide class of finite groups. We obtain a general expression for the Average Sequence Fidelity (ASF) and propose a way to obtain average fidelities of full non-Markovian noise processes. Moreover, we obtain conditions that are fulfilled when an ASF displays authentic non-Markovian deviations. Finally, we show that even though gate-dependence does not translate into a perturbative term within the ASF, as in the Markovian case, the non-Markovian sequence fidelity nevertheless remains stable under small gate-dependent perturbations.
AB - The rapid progress in the development of quantum devices is in large part due to the availability of a wide range of characterization techniques allowing to probe, test and adjust them. Nevertheless, these methods often make use of approximations that hold in rather simplistic circumstances. In particular, assuming that error mechanisms stay constant in time and have no dependence in the past, is something that will be impossible to do as quantum processors continue scaling up in depth and size. We establish a theoretical framework for the Randomized Benchmarking (RB) protocol encompassing temporally-correlated, so-called non-Markovian noise, at the gate level, for any gate set belonging to a wide class of finite groups. We obtain a general expression for the Average Sequence Fidelity (ASF) and propose a way to obtain average fidelities of full non-Markovian noise processes. Moreover, we obtain conditions that are fulfilled when an ASF displays authentic non-Markovian deviations. Finally, we show that even though gate-dependence does not translate into a perturbative term within the ASF, as in the Markovian case, the non-Markovian sequence fidelity nevertheless remains stable under small gate-dependent perturbations.
UR - http://www.scopus.com/inward/record.url?scp=85144780956&partnerID=8YFLogxK
U2 - 10.22331/Q-2022-12-01-868
DO - 10.22331/Q-2022-12-01-868
M3 - Article
AN - SCOPUS:85144780956
SN - 2521-327X
VL - 6
SP - 1
EP - 36
JO - Quantum
JF - Quantum
M1 - 868
ER -