Sensor-assisted fault mitigation in quantum computation
- URL: http://arxiv.org/abs/2012.12423v1
- Date: Wed, 23 Dec 2020 00:17:32 GMT
- Title: Sensor-assisted fault mitigation in quantum computation
- Abstract summary: We propose a method to assist fault mitigation in quantum computation through the use of sensors co-located near physical qubits.
In the simplest scheme, co-located sensors beneficially assist rejection of calculations potentially affected by environmental disturbances.
In a specific case of the standard three-qubit, bit-flip quantum error correction code, we show that given a 20% overall error probability per qubit, approximately 90% of repeated calculation attempts are correctable.
- Score: 0.0
- License: http://creativecommons.org/licenses/by-nc-sa/4.0/
- Abstract: We propose a method to assist fault mitigation in quantum computation through
the use of sensors co-located near physical qubits. Specifically, we consider
using transition edge sensors co-located on silicon substrates hosting
superconducting qubits to monitor for energy injection from ionizing radiation,
which has been demonstrated to increase decoherence in transmon qubits. We
generalize from these two physical device concepts and explore the potential
advantages of co-located sensors to assist fault mitigation in quantum
computation. In the simplest scheme, co-located sensors beneficially assist
rejection of calculations potentially affected by environmental disturbances.
Investigating the potential computational advantage further required
development of an extension to the standard formulation of quantum error
correction. In a specific case of the standard three-qubit, bit-flip quantum
error correction code, we show that given a 20% overall error probability per
qubit, approximately 90% of repeated calculation attempts are correctable.
However, when sensor-detectable errors account for 45% of overall error
probability, the use of co-located sensors uniquely associated with independent
qubits boosts the fraction of correct final-state calculations to 96%, at the
cost of rejecting 7% of repeated calculation attempts.
Related papers
- A biased-erasure cavity qubit with hardware-efficient quantum error detection [19.031335768368475]
Erasure qubits are beneficial for quantum error correction due to their relaxed threshold requirements.<n>We realize a hardware-efficient biased-erasure qubit encoded in the vacuum and two-photon Fock states of a single microwave cavity.
arXiv Detail & Related papers (2026-01-29T12:19:59Z) - Reinforcement Learning Control of Quantum Error Correction [108.70420561323692]
Quantum computer learns to self-improve directly from its errors and never stops computing.<n>This work enables a new paradigm: a quantum computer that learns to self-improve directly from its errors and never stops computing.
arXiv Detail & Related papers (2025-11-11T17:32:25Z) - Quantum Error Correction Exploiting Degeneracy to Approach the Hashing Bound [0.0]
We show that explicitly exploiting the degeneracy of quantum errors can significantly enhance the decoding performance.<n>The proposed method achieves a frame error rate as low as $10-4$ at a physical error rate of 9.45% for a code with 104,000 logical qubits and 312,000 physical qubits.
arXiv Detail & Related papers (2025-06-18T17:07:04Z) - Logical computation demonstrated with a neutral atom quantum processor [26.395934835344015]
We show the entanglement of 24 logical qubits using the distance-two code, simultaneously detecting errors and correcting for lost qubits.
We also implement the Bernstein-Vazirani algorithm with up to 28 logical qubits encoded in the [[4,1,2]] code, showing better-than-physical error rates.
These results begin to clear a path for achieving scientific quantum advantage with a programmable neutral atom quantum processor.
arXiv Detail & Related papers (2024-11-18T18:39:23Z) - Fast Flux-Activated Leakage Reduction for Superconducting Quantum
Circuits [84.60542868688235]
leakage out of the computational subspace arising from the multi-level structure of qubit implementations.
We present a resource-efficient universal leakage reduction unit for superconducting qubits using parametric flux modulation.
We demonstrate that using the leakage reduction unit in repeated weight-two stabilizer measurements reduces the total number of detected errors in a scalable fashion.
arXiv Detail & Related papers (2023-09-13T16:21:32Z) - Near-Term Distributed Quantum Computation using Mean-Field Corrections
and Auxiliary Qubits [77.04894470683776]
We propose near-term distributed quantum computing that involve limited information transfer and conservative entanglement production.
We build upon these concepts to produce an approximate circuit-cutting technique for the fragmented pre-training of variational quantum algorithms.
arXiv Detail & Related papers (2023-09-11T18:00:00Z) - Optimal Qubit Reuse for Near-Term Quantum Computers [0.18188255328029254]
Increasing support for mid-circuit measurements and qubit reset in near-term quantum computers enables qubit reuse.
We introduce a formal model for qubit reuse optimization that delivers provably optimal solutions.
We show improvements in the number of qubits and swap gate insertions, estimated success probability, and Hellinger fidelity of the investigated quantum circuits.
arXiv Detail & Related papers (2023-07-31T23:15:45Z) - Deep Quantum Error Correction [73.54643419792453]
Quantum error correction codes (QECC) are a key component for realizing the potential of quantum computing.
In this work, we efficiently train novel emphend-to-end deep quantum error decoders.
The proposed method demonstrates the power of neural decoders for QECC by achieving state-of-the-art accuracy.
arXiv Detail & Related papers (2023-01-27T08:16:26Z) - Experimental realization of deterministic and selective photon addition
in a bosonic mode assisted by an ancillary qubit [50.591267188664666]
Bosonic quantum error correcting codes are primarily designed to protect against single-photon loss.
Error correction requires a recovery operation that maps the error states -- which have opposite parity -- back onto the code states.
Here, we realize a collection of photon-number-selective, simultaneous photon addition operations on a bosonic mode.
arXiv Detail & Related papers (2022-12-22T23:32:21Z) - Matching and maximum likelihood decoding of a multi-round subsystem
quantum error correction experiment [1.2189422792863451]
We perform quantum error correction on superconducting qubits connected in a heavy-hexagon lattice.
Full processor can encode a logical qubit with distance three and perform several rounds of fault-tolerant syndrome measurements.
We show that the logical error varies depending on the use of a perfect matching decoder.
arXiv Detail & Related papers (2022-03-14T15:44:11Z) - Analytical and experimental study of center line miscalibrations in M\o
lmer-S\o rensen gates [51.93099889384597]
We study a systematic perturbative expansion in miscalibrated parameters of the Molmer-Sorensen entangling gate.
We compute the gate evolution operator which allows us to obtain relevant key properties.
We verify the predictions from our model by benchmarking them against measurements in a trapped-ion quantum processor.
arXiv Detail & Related papers (2021-12-10T10:56:16Z) - 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) - Certified quantum gates [0.0]
We present a strategy for developing quantum error detection for certain gate imperfections.
Error detection can be used to certify individual gate operations against certain errors.
arXiv Detail & Related papers (2020-08-17T17:36:51Z) - Deterministic correction of qubit loss [48.43720700248091]
Loss of qubits poses one of the fundamental obstacles towards large-scale and fault-tolerant quantum information processors.
We experimentally demonstrate the implementation of a full cycle of qubit loss detection and correction on a minimal instance of a topological surface code.
arXiv Detail & Related papers (2020-02-21T19:48:53Z)
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.