Using classical bit-flip correction for error mitigation including
2-qubit correlations
- URL: http://arxiv.org/abs/2111.08551v3
- Date: Wed, 8 Jun 2022 13:22:38 GMT
- Title: Using classical bit-flip correction for error mitigation including
2-qubit correlations
- Authors: Constantia Alexandrou, Lena Funcke, Tobias Hartung, Karl Jansen,
Stefan Kuehn, Georgios Polykratis, Paolo Stornati and Xiaoyang Wang
- Abstract summary: We present an error mitigation scheme which corrects readout errors on Noisy Intermediate-Scale Quantum (NISQ) computers.
We demonstrate how the readout error can be mitigated in this case.
- Score: 1.4536557438876314
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We present an error mitigation scheme which corrects readout errors on Noisy
Intermediate-Scale Quantum (NISQ) computers [1,2]. After a short review of
applying the method to one qubit, we proceed to discuss the case when
correlations between different qubits occur. We demonstrate how the readout
error can be mitigated in this case. By performing experiments on IBMQ
hardware, we show that such correlations do not have a strong effect on the
results, justifying to neglect them.
Related papers
- Feedforward suppression of readout-induced faults in quantum error correction [0.0]
Method consists of an adaptive readout sequence conditioned on each check qubit's readout result from the previous cycle.
For readout errors, correlated preparation errors and measurement-induced leakage that are stronger in a particular qubit state, this feedforward protocol can suppress the physical qubit errors.
arXiv Detail & Related papers (2025-04-17T16:50:26Z) - 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) - 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) - The Accuracy vs. Sampling Overhead Trade-off in Quantum Error Mitigation
Using Monte Carlo-Based Channel Inversion [84.66087478797475]
Quantum error mitigation (QEM) is a class of promising techniques for reducing the computational error of variational quantum algorithms.
We consider a practical channel inversion strategy based on Monte Carlo sampling, which introduces additional computational error.
We show that when the computational error is small compared to the dynamic range of the error-free results, it scales with the square root of the number of gates.
arXiv Detail & Related papers (2022-01-20T00:05:01Z) - 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) - Investigating the variance increase of readout error mitigation through
classical bit-flip correction on IBM and Rigetti quantum computers [2.619913272279451]
Readout errors are among the most dominant errors on current noisy intermediate-scale quantum devices.
In this talk, we compare the performance of this method for IBM's and Rigetti's quantum devices.
We derive a new expression for the variance of the mitigated Pauli operators in terms of the corrected expectation values and the noisy variances.
arXiv Detail & Related papers (2021-11-09T10:07:56Z) - 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) - Qubit Readout Error Mitigation with Bit-flip Averaging [0.0]
We present a scheme to more efficiently mitigate qubit readout errors on quantum hardware.
Our scheme removes biases in the readout errors allowing a general error model to be built with far fewer calibration measurements.
Our approach can be combined with, and simplify, other mitigation methods allowing tractable mitigation even for large numbers of qubits.
arXiv Detail & Related papers (2021-06-10T15:08:06Z) - Categorizing Readout Error Correlations on Near Term Quantum Computers [2.0813318162800707]
Readout errors are a significant source of noise for near term quantum computers.
Recent proposals to use sub-exponential approximations rely on small and/or short-ranged error correlations.
We introduce and demonstrate a methodology to categorize and quantify multiqubit readout error correlations.
arXiv Detail & Related papers (2021-04-09T21:19:46Z) - Exponential suppression of bit or phase flip errors with repetitive
error correction [56.362599585843085]
State-of-the-art quantum platforms typically have physical error rates near $10-3$.
Quantum error correction (QEC) promises to bridge this divide by distributing quantum logical information across many physical qubits.
We implement 1D repetition codes embedded in a 2D grid of superconducting qubits which demonstrate exponential suppression of bit or phase-flip errors.
arXiv Detail & Related papers (2021-02-11T17:11:20Z) - 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)
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.