Concepts and conditions for error suppression through randomized
compiling
- URL: http://arxiv.org/abs/2212.07500v1
- Date: Wed, 14 Dec 2022 20:45:28 GMT
- Title: Concepts and conditions for error suppression through randomized
compiling
- Authors: Adam Winick, Joel J. Wallman, Dar Dahlen, Ian Hincks, Egor Ospadov,
Joseph Emerson
- Abstract summary: We show that randomized compiling alters errors in three distinct helpful ways.
It prevents the coherent accumulation of errors across gate cycles by destroying intercycle coherent correlations.
It converts individual gate cycle errors into Pauli noise.
- Score: 0.0
- License: http://creativecommons.org/licenses/by-nc-nd/4.0/
- Abstract: Randomized compiling reduces the effects of errors on quantum computers by
tailoring arbitrary Markovian errors into stochastic Pauli noise. Here we prove
that randomized compiling also tailors non-Markovian errors into local
stochastic Pauli noise and investigate the technique's limitations. We show
through analysis and numerical results that randomized compiling alters errors
in three distinct helpful ways. First, it prevents the coherent accumulation of
errors (including hard to remove crosstalk effects) across gate cycles by
destroying intercycle coherent correlations. Second, it converts individual
gate cycle errors into Pauli noise. Finally, randomized compiling reduces the
variability inherent to noisy devices. We confirm these theoretical predictions
with the IBM Quantum Experience platform and describe experimental data that
illustrates a drastic performance improvement across public devices. These
results cement the importance of randomized compiling in near- and long-term
quantum information processing.
Related papers
- Detrimental non-Markovian errors for surface code memory [0.5490714603843316]
We study the structure of non-Markovian correlated errors and their impact on surface code memory performance.
Our analysis shows that while not all temporally correlated structures are detrimental, certain structures, particularly multi-time "streaky" correlations, can severely degrade logical error rate scaling.
arXiv Detail & Related papers (2024-10-31T09:52:21Z) - Characterization of Coherent Errors in Noisy Quantum Devices [0.0]
State-of-the-art characterization protocols often focus on incoherent noise and eliminate coherent errors when using Pauli or Clifford twirling techniques.
We motivate the extension of an incoherent local Pauli noise model to coherent errors and present a practical characterization protocol for an arbitrary gate layer.
arXiv Detail & Related papers (2023-07-17T18:00:02Z) - The Error Reconstruction and Compiled Calibration of Quantum Computing
Cycles [0.0]
Quantum computers are inhibited by physical errors that occur during computation.
Error characterization and error suppression techniques are central to the progress of quantum computing.
arXiv Detail & Related papers (2023-03-30T21:23:58Z) - Estimating Coherent Contributions to the Error Profile Using Cycle Error Reconstruction [0.0]
We present a scalable and cycle-centric methodology for obtaining a detailed estimate of the coherent contribution to the error profile of a hard computing cycle.
We perform proof-of-concept experiments on three IBM chips, namely ibmq_guadalupe, ibmq_manila, and ibmq_montreal.
arXiv Detail & Related papers (2023-03-17T13:04:19Z) - Witnessing entanglement in trapped-ion quantum error correction under
realistic noise [41.94295877935867]
Quantum Error Correction (QEC) exploits redundancy by encoding logical information into multiple physical qubits.
We present a detailed microscopic error model to estimate the average gate infidelity of two-qubit light-shift gates used in trapped-ion platforms.
We then apply this realistic error model to quantify the multipartite entanglement generated by circuits that act as QEC building blocks.
arXiv Detail & Related papers (2022-12-14T20:00:36Z) - Quantum error correction with dissipatively stabilized squeezed cat
qubits [68.8204255655161]
We propose and analyze the error correction performance of a dissipatively stabilized squeezed cat qubit.
We find that for moderate squeezing the bit-flip error rate gets significantly reduced in comparison with the ordinary cat qubit while leaving the phase flip rate unchanged.
arXiv Detail & Related papers (2022-10-24T16:02:20Z) - Measuring NISQ Gate-Based Qubit Stability Using a 1+1 Field Theory and
Cycle Benchmarking [50.8020641352841]
We study coherent errors on a quantum hardware platform using a transverse field Ising model Hamiltonian as a sample user application.
We identify inter-day and intra-day qubit calibration drift and the impacts of quantum circuit placement on groups of qubits in different physical locations on the processor.
This paper also discusses how these measurements can provide a better understanding of these types of errors and how they may improve efforts to validate the accuracy of quantum computations.
arXiv Detail & Related papers (2022-01-08T23:12:55Z) - Fault-tolerant parity readout on a shuttling-based trapped-ion quantum
computer [64.47265213752996]
We experimentally demonstrate a fault-tolerant weight-4 parity check measurement scheme.
We achieve a flag-conditioned parity measurement single-shot fidelity of 93.2(2)%.
The scheme is an essential building block in a broad class of stabilizer quantum error correction protocols.
arXiv Detail & Related papers (2021-07-13T20:08:04Z) - Leveraging Randomized Compiling for the QITE Algorithm [0.0]
Iterative algorithms like Quantum Imaginary Time Evolution are susceptible to coherent errors.
This article presents the combination of both noise tailoring using Randomized Compiling and error mitigation with a purification.
We show how combining noise tailoring and error mitigation will push forward the performance of NISQ devices.
arXiv Detail & Related papers (2021-04-18T09:26:25Z) - Crosstalk Suppression for Fault-tolerant Quantum Error Correction with
Trapped Ions [62.997667081978825]
We present a study of crosstalk errors in a quantum-computing architecture based on a single string of ions confined by a radio-frequency trap, and manipulated by individually-addressed laser beams.
This type of errors affects spectator qubits that, ideally, should remain unaltered during the application of single- and two-qubit quantum gates addressed at a different set of active qubits.
We microscopically model crosstalk errors from first principles and present a detailed study showing the importance of using a coherent vs incoherent error modelling and, moreover, discuss strategies to actively suppress this crosstalk at the gate level.
arXiv Detail & Related papers (2020-12-21T14:20:40Z) - Efficient and robust certification of genuine multipartite entanglement
in noisy quantum error correction circuits [58.720142291102135]
We introduce a conditional witnessing technique to certify genuine multipartite entanglement (GME)
We prove that the detection of entanglement in a linear number of bipartitions by a number of measurements scales linearly, suffices to certify GME.
We apply our method to the noisy readout of stabilizer operators of the distance-three topological color code and its flag-based fault-tolerant version.
arXiv Detail & Related papers (2020-10-06T18:00:07Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.