Noise-adapted Quantum Error Correction for Non-Markovian Noise
- URL: http://arxiv.org/abs/2411.09637v1
- Date: Thu, 14 Nov 2024 18:03:16 GMT
- Title: Noise-adapted Quantum Error Correction for Non-Markovian Noise
- Authors: Debjyoti Biswas, Shrikant Utagi, Prabha Mandayam,
- Abstract summary: We show that conditions for approximate QEC can be easily generalized for the case of non-Markovian noise.
We also construct a Markovian Petz map that achieves similar performance, with only a slight compromise on the fidelity.
- Score: 1.8799303827638123
- License:
- Abstract: We consider the problem of quantum error correction (QEC) for non-Markovian noise. Using the well known Petz recovery map, we first show that conditions for approximate QEC can be easily generalized for the case of non-Markovian noise, in the strong coupling regime where the noise map becomes non-completely-positive at intermediate times. While certain approximate QEC schemes are ineffective against quantum non-Markovian noise, in the sense that the fidelity vanishes in finite time, the Petz map adapted to non-Markovian noise uniquely safeguards the code space even at the maximum noise limit. Focusing on the case of non-Markovian amplitude damping noise, we further show that the non-Markovian Petz map also outperforms the standard, stabilizer-based QEC code. Since implementing such a non-Markovian map poses practical challenges, we also construct a Markovian Petz map that achieves similar performance, with only a slight compromise on the fidelity.
Related papers
- Continuous-Variable Fault-Tolerant Quantum Computation under General Noise [1.433758865948252]
We show that the Markovian-type noise in CV systems is translated into the Markovian-type noise in the logical qubits through the Gottesman-Kitaev-Preskill code.
We show that CV quantum computation has a fault-tolerant threshold against general Markovian-type noise, closing the existing crucial gap in CV quantum computation.
arXiv Detail & Related papers (2024-10-16T08:34:50Z) - Fault-tolerant quantum architectures based on erasure qubits [49.227671756557946]
We exploit the idea of erasure qubits, relying on an efficient conversion of the dominant noise into erasures at known locations.
We propose and optimize QEC schemes based on erasure qubits and the recently-introduced Floquet codes.
Our results demonstrate that, despite being slightly more complex, QEC schemes based on erasure qubits can significantly outperform standard approaches.
arXiv Detail & Related papers (2023-12-21T17:40:18Z) - 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) - High-Order Qubit Dephasing at Sweet Spots by Non-Gaussian Fluctuators:
Symmetry Breaking and Floquet Protection [55.41644538483948]
We study the qubit dephasing caused by the non-Gaussian fluctuators.
We predict a symmetry-breaking effect that is unique to the non-Gaussian noise.
arXiv Detail & Related papers (2022-06-06T18:02:38Z) - Randomized benchmarking for non-Markovian noise [11.164202369517058]
We combine the randomized benchmarking protocol with a framework describing non-Markovian quantum phenomena.
We show that one can identify non-Markovian features of the noise directly from the ASF through its deviations from the Markovian case.
Our methods are directly implementable and pave the pathway to better understanding correlated noise in quantum processors.
arXiv Detail & Related papers (2021-07-12T13:10:05Z) - Sampling Overhead Analysis of Quantum Error Mitigation: Uncoded vs.
Coded Systems [69.33243249411113]
We show that Pauli errors incur the lowest sampling overhead among a large class of realistic quantum channels.
We conceive a scheme amalgamating QEM with quantum channel coding, and analyse its sampling overhead reduction compared to pure QEM.
arXiv Detail & Related papers (2020-12-15T15:51:27Z) - 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) - Relationship between costs for quantum error mitigation and
non-Markovian measures [0.0]
We show that there is a clear relationship between costs for QEM and non-Markovian measures.
This discovery may help in designing better QEM strategies for realistic quantum devices with non-Markovian environments.
arXiv Detail & Related papers (2020-09-27T06:21:52Z) - Shape Matters: Understanding the Implicit Bias of the Noise Covariance [76.54300276636982]
Noise in gradient descent provides a crucial implicit regularization effect for training over parameterized models.
We show that parameter-dependent noise -- induced by mini-batches or label perturbation -- is far more effective than Gaussian noise.
Our analysis reveals that parameter-dependent noise introduces a bias towards local minima with smaller noise variance, whereas spherical Gaussian noise does not.
arXiv Detail & Related papers (2020-06-15T18:31:02Z) - Constructive Feedback of Non-Markovianity on Resources in Random Quantum
States [0.8010615606748019]
We explore the impact of non-Markovian channels on the quantum correlations (QCs) of Haar.
We find that in case of the depolarizing double-sided channel, both the QCs of random states show a higher number of revivals on average than that of the single-sided ones.
arXiv Detail & Related papers (2020-05-08T13:02:43Z) - Ping-pong quantum key distribution with trusted noise: non-Markovian
advantage [0.0]
We show how non-unital quantum non-Markovianity of the added noise can improve the key rate.
This noise-induced advantage cannot be obtained by Alice and Bob by adding local classical noise to their post-measurement data.
arXiv Detail & Related papers (2020-04-12T20:35:50Z)
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.