Benchmarking the readout of a superconducting qubit for repeated measurements
- URL: http://arxiv.org/abs/2407.10934v2
- Date: Fri, 17 Jan 2025 02:57:26 GMT
- Title: Benchmarking the readout of a superconducting qubit for repeated measurements
- Authors: S. Hazra, W. Dai, T. Connolly, P. D. Kurilovich, Z. Wang, L. Frunzio, M. H. Devoret,
- Abstract summary: We show that readout fidelity may significantly overlook readout-induced leakage errors.<n>We apply this technique to characterize the readout of a superconducting qubit, optimized for fidelity across four different readout durations.
- Score: 1.710146779965826
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Readout of superconducting qubits faces a trade-off between measurement speed and unwanted back-action on the qubit caused by the readout drive, such as $T_1$ degradation and leakage out of the computational subspace. The readout is typically benchmarked by integrating the readout signal and choosing a binary threshold to extract the "readout fidelity". We show that readout fidelity may significantly overlook readout-induced leakage errors. Such errors are detrimental for applications that rely on continuously repeated measurements, e.g., quantum error correction. We introduce a method to measure the readout-induced leakage rate by repeatedly executing a composite operation - a readout preceded by a randomized qubit-flip. We apply this technique to characterize the readout of a superconducting qubit, optimized for fidelity across four different readout durations. Our technique highlights the importance of an independent leakage characterization by showing that the leakage rates vary from $0.12\%$ to $7.76\%$ across these readouts even though the fidelity exceeds $99.5\%$ in all four cases.
Related papers
- Multiplexed qubit readout quality metric beyond assignment fidelity [0.0]
We use detector tomography to fully characterize multi-qubit readout of superconducting transmon qubits.
The impact of different readout parameters on the rate of information extraction is studied using quantum state reconstruction as a proxy.
We find the most effective allocation of a fixed shot budget between detector tomography and state reconstruction in single- and two-qubit experiments.
arXiv Detail & Related papers (2025-02-12T17:21:38Z) - Balanced cross-Kerr coupling for superconducting qubit readout [41.94295877935867]
Dispersive readout, the standard method for measuring superconducting qubits, is limited by multiphoton qubit-resonator processes.
In this work, we propose a novel readout method, termed "junction readout"
arXiv Detail & Related papers (2025-01-15T18:52:08Z) - Readout Error Mitigation for Mid-Circuit Measurements and Feedforward [0.0]
Current-day quantum computing platforms are subject to readout errors.
We present a general method for readout error mitigation for expectation values on circuits with mid-circuit measurements and feedforward.
We demonstrate the effectiveness of our method, obtaining up to a $sim 60%$ reduction in error on superconducting quantum processors.
arXiv Detail & Related papers (2024-06-11T18:00:01Z) - Towards large-scale quantum optimization solvers with few qubits [59.63282173947468]
We introduce a variational quantum solver for optimizations over $m=mathcalO(nk)$ binary variables using only $n$ qubits, with tunable $k>1$.
We analytically prove that the specific qubit-efficient encoding brings in a super-polynomial mitigation of barren plateaus as a built-in feature.
arXiv Detail & Related papers (2024-01-17T18:59:38Z) - 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) - Model-based Optimization of Superconducting Qubit Readout [59.992881941624965]
We demonstrate model-based readout optimization for superconducting qubits.
We observe 1.5% error per qubit with a 500ns end-to-end duration and minimal excess reset error from residual resonator photons.
This technique can scale to hundreds of qubits and be used to enhance the performance of error-correcting codes and near-term applications.
arXiv Detail & Related papers (2023-08-03T23:30:56Z) - Demonstrating a long-coherence dual-rail erasure qubit using tunable transmons [59.63080344946083]
We show that a "dual-rail qubit" consisting of a pair of resonantly coupled transmons can form a highly coherent erasure qubit.
We demonstrate mid-circuit detection of erasure errors while introducing $ 0.1%$ dephasing error per check.
This work establishes transmon-based dual-rail qubits as an attractive building block for hardware-efficient quantum error correction.
arXiv Detail & Related papers (2023-07-17T18:00:01Z) - Enhancing Dispersive Readout of Superconducting Qubits Through Dynamic
Control of the Dispersive Shift: Experiment and Theory [47.00474212574662]
A superconducting qubit is coupled to a large-bandwidth readout resonator.
We show a beyond-state-of-the-art two-state-readout error of only 0.25,%$ in 100 ns integration time.
The presented results are expected to further boost the performance of new and existing algorithms and protocols.
arXiv Detail & Related papers (2023-07-15T10:30:10Z) - Improved Single-Shot Qubit Readout Using Twin RF-SET Charge Correlations [0.5444103627576097]
We present a technique that enhances the readout fidelity in a linear SiMOS 4-dot array by amplifying correlations between a pair of single-electron transistors.
By recording and correlating the twin SET traces as we modulate the dot detuning across a charge transition, we demonstrate a reduction in the charge readout infidelity by over one order of magnitude compared to traditional readout methods.
arXiv Detail & Related papers (2023-07-15T06:21:27Z) - Qubit readouts enabled by qubit cloaking [49.1574468325115]
Time-dependent drives play a crucial role in quantum computing efforts.
They enable single-qubit control, entangling logical operations, as well as qubit readout.
Qubit cloaking was introduced in Lled'o, Dassonneville, et al.
arXiv Detail & Related papers (2023-05-01T15:58:25Z) - Erasure qubits: Overcoming the $T_1$ limit in superconducting circuits [105.54048699217668]
amplitude damping time, $T_phi$, has long stood as the major factor limiting quantum fidelity in superconducting circuits.
We propose a scheme for overcoming the conventional $T_phi$ limit on fidelity by designing qubits in a way that amplitude damping errors can be detected and converted into erasure errors.
arXiv Detail & Related papers (2022-08-10T17:39:21Z) - A Simulation Methodology for Superconducting Qubit Readout Fidelity [0.0]
This work proposes a simulation methodology for superconducting qubit readout fidelity.
parameters are taken from an actual superconducting-qubit-based quantum computer and the simulation is calibrated to one experimental point.
It is found that the system can still maintain high fidelity even if the input power is reduced by 7dB or if the readout pulse width is 40% narrower.
arXiv Detail & Related papers (2022-07-18T06:02:41Z) - 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) - Perturbative readout error mitigation for near term quantum computers [0.5156484100374058]
Readout errors on near-term quantum computers can introduce significant error to the empirical probability distribution sampled from the output of a quantum circuit.
We modify standard matrix techniques using two perturbative approximations with significantly reduced complexity and bounded error.
These approximate techniques for readout error correction may greatly accelerate near term quantum computing applications.
arXiv Detail & Related papers (2021-05-17T21:01:31Z) - Fast Rates for the Regret of Offline Reinforcement Learning [69.23654172273085]
We study the regret of reinforcement learning from offline data generated by a fixed behavior policy in an infinitehorizon discounted decision process (MDP)
We show that given any estimate for the optimal quality function $Q*$, the regret of the policy it defines converges at a rate given by the exponentiation of the $Q*$-estimate's pointwise convergence rate.
arXiv Detail & Related papers (2021-01-31T16:17:56Z) - Fast, Lifetime-Preserving Readout for High-Coherence Quantum Annealers [38.98439939494304]
We show that a quantum flux parametron (QFP) is capable of acting as both isolator and amplifier in the readout circuit of a capacitively shunted flux qubit (CSFQ)
The device is shown to read out a flux qubit in the persistent current basis with fidelities surpassing $98.6%$ with only $80$ ns integration, and reaches fidelities of $99.6%$ when integrated for $1$ $mu$s.
arXiv Detail & Related papers (2020-06-18T19:20:52Z) - Universal fast flux control of a coherent, low-frequency qubit [2.5608309213668585]
New protocols for reset, fast coherent control, and readout are presented.
We realize single-qubit gates in $20-60$ns with an average gate fidelity of $99.8%$ as characterized by randomized benchmarking.
arXiv Detail & Related papers (2020-02-25T03:42:09Z)
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.