Can Quantum Computers Do Nothing?
- URL: http://arxiv.org/abs/2406.16861v1
- Date: Mon, 24 Jun 2024 17:59:45 GMT
- Title: Can Quantum Computers Do Nothing?
- Authors: Alexander Nico-Katz, Nathan Keenan, John Goold,
- Abstract summary: In idling qubits, information can 'leak' into neighbouring qubits, become non-locally distributed, and ultimately inaccessible.
No information-theoretic protocol exists to quantify this information loss due to internal dynamics.
We implement this protocol in over 3500 experiments carried out across 4 months on IBM's entire Falcon 5.11 series of processors.
- Score: 44.99833362998488
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Quantum computing platforms are subject to contradictory engineering requirements: qubits must be protected from mutual interactions when idling ('doing nothing'), and strongly interacting when in operation. If idling qubits are not sufficiently protected, information can 'leak' into neighbouring qubits, become non-locally distributed, and ultimately inaccessible. Candidate solutions to this dilemma include patterning-enhanced many-body localization, dynamical decoupling, and active error correction. However, no information-theoretic protocol exists to actually quantify this information loss due to internal dynamics in a similar way to e.g. SPAM errors or dephasing times. In this work, we develop a scalable, flexible, device non-specific protocol for quantifying this bitwise idle information loss based on the exploitation of tools from quantum information theory. We implement this protocol in over 3500 experiments carried out across 4 months (Dec 2023 - Mar 2024) on IBM's entire Falcon 5.11 series of processors. After accounting for other sources of error, and extrapolating results via a scaling analysis in shot count to zero shot noise, we detect idle information leakage to a high degree of statistical significance. This work thus provides a firm quantitative foundation from which the protection-operation dilemma can be investigated and ultimately resolved.
Related papers
- Unconditionally decoherence-free quantum error mitigation by density matrix vectorization [4.2630430280861376]
We give a new paradigm of quantum error mitigation based on the vectorization of density matrices.
Our proposal directly changes the way of encoding information and maps the density matrices of noisy quantum states to noiseless pure states.
Our protocol requires no knowledge of the noise model, no ability to tune the noise strength, and no ancilla qubits for complicated controlled unitaries.
arXiv Detail & Related papers (2024-05-13T09:55:05Z) - Information theoretic approach to readout error mitigation for quantum
computers [0.0]
We show that the method of iterative bayesian unfolding for mitigating readout errors in quantum computers can be derived from an information theoretic analysis.
In particular, we distinguish between structural mitigation and unstructural mitigation.
We illustrate our analysis using the data of the preparation of the GHZ state in a 127-qubit quantum computer.
arXiv Detail & Related papers (2023-07-18T22:35:21Z) - Overcoming leakage in scalable quantum error correction [128.39402546769284]
Leakage of quantum information out of computational states into higher energy states represents a major challenge in the pursuit of quantum error correction (QEC)
Here, we demonstrate the execution of a distance-3 surface code and distance-21 bit-flip code on a Sycamore quantum processor where leakage is removed from all qubits in each cycle.
We report a ten-fold reduction in steady-state leakage population on the data qubits encoding the logical state and an average leakage population of less than $1 times 10-3$ throughout the entire device.
arXiv Detail & Related papers (2022-11-09T07:54:35Z) - 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) - Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study
on QuantumFlow [25.408147000243158]
This paper aims to tackle the noise issue from another angle.
Instead of creating perfect qubits for general quantum algorithms, we investigate the potential to mitigate the noise issue for dedicate algorithms.
This paper targets quantum neural network (QNN), and proposes to learn the errors in the training phase, so that the identified QNN model can be resilient to noise.
arXiv Detail & Related papers (2021-09-08T04:43:12Z) - 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) - Hardware-Efficient, Fault-Tolerant Quantum Computation with Rydberg
Atoms [55.41644538483948]
We provide the first complete characterization of sources of error in a neutral-atom quantum computer.
We develop a novel and distinctly efficient method to address the most important errors associated with the decay of atomic qubits to states outside of the computational subspace.
Our protocols can be implemented in the near-term using state-of-the-art neutral atom platforms with qubits encoded in both alkali and alkaline-earth atoms.
arXiv Detail & Related papers (2021-05-27T23:29:53Z) - Generic detection-based error-mitigation using quantum autoencoders [6.816060092524558]
We propose a generic protocol to mitigate quantum errors using detection-based quantum autoencoders.
Compared to previously developed methods, our protocol on the one hand requires no extra qubits, and on the other hand has a near-optimal denoising power.
arXiv Detail & Related papers (2020-05-09T01:53:30Z) - The Binary-Outcome Detection Loophole [0.0]
I present an intuitive local hidden-variable construction for all no-signalling distributions with two parties and binary outcomes.
This provides a lower bound on the detection threshold for quantum measurements in the same scenario tighter than known previously.
arXiv Detail & Related papers (2020-05-07T09:19:27Z) - Quantum noise protects quantum classifiers against adversaries [120.08771960032033]
Noise in quantum information processing is often viewed as a disruptive and difficult-to-avoid feature, especially in near-term quantum technologies.
We show that by taking advantage of depolarisation noise in quantum circuits for classification, a robustness bound against adversaries can be derived.
This is the first quantum protocol that can be used against the most general adversaries.
arXiv Detail & Related papers (2020-03-20T17:56:14Z)
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.