Computing with many encoded logical qubits beyond break-even
- URL: http://arxiv.org/abs/2602.22211v1
- Date: Wed, 25 Feb 2026 18:59:52 GMT
- Title: Computing with many encoded logical qubits beyond break-even
- Authors: Shival Dasu, Matthew DeCross, Andrew Y. Guo, Ali Lavasani, Jan Behrends, Asmae Benhemou, Yi-Hsiang Chen, Karl Mayer, Chris N. Self, Selwyn Simsek, Basudha Srivastava, M. S. Allman, Jake Arkinstall, Justin G. Bohnet, Nathaniel Q. Burdick, J. P. Campora, Alex Chernoguzov, Samuel F. Cooper, Robert D. Delaney, Joan M. Dreiling, Brian Estey, Caroline Figgatt, Cameron Foltz, John P. Gaebler, Alex Hall, Craig A. Holliman, Ali A. Husain, Akhil Isanaka, Colin J. Kennedy, Yuga Kodama, Nikhil Kotibhaskar, Nathan K. Lysne, Ivaylo S. Madjarov, Michael Mills, Alistair R. Milne, Brian Neyenhuis, Annie J. Park, Anthony Ransford, Adam P. Reed, Steven J. Sanders, Charles H. Baldwin, David Hayes, Ben Criger, Andrew C. Potter, David Amaro,
- Abstract summary: High-rate quantum error correcting (QEC) codes encode many logical qubits in a given number of physical qubits.<n>We demonstrate computations that outperform their unencoded counterparts in the high-rate.<n>We provide evidence that high-rate QED/QEC codes are viable on contemporary quantum computers for near-term beyond-scale computation.
- Score: 1.2694967390354854
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: High-rate quantum error correcting (QEC) codes encode many logical qubits in a given number of physical qubits, making them promising candidates for quantum computation. Implementing high-rate codes at a scale that both frustrates classical computing and improves performance by encoding requires both high fidelity gates and long-range qubit connectivity -- both of which are offered by trapped-ion quantum computers. Here, we demonstrate computations that outperform their unencoded counterparts in the high-rate $[[ k+2,\, k,\, 2 ]]$ iceberg quantum error detecting (QED) and $[[ (k_2 + 2)(k_1 + 2),\, k_2k_1,\, 4 ]]$ two-level concatenated iceberg QEC codes, using the 98-qubit Quantinuum Helios trapped-ion quantum processor. Utilizing new gadgets for encoded operations, we realize this "beyond break-even" performance with reasonable postselection rates across a range of fault-tolerant (FT) and partially-fault-tolerant (pFT) component and application benchmarks with between $48$ and $94$ logical qubits. These benchmarks include FT state preparation and measurement, QEC cycle benchmarking, logical gate benchmarking, GHZ state preparation, and a pFT quantum simulation of the three-dimensional $XY$ model of quantum magnetism. Additionally, we illustrate that postselection rates can be suppressed by increasing the code distance via concatenation. Our results represent state-of-the-art logical component and state fidelities and provide evidence that high-rate QED/QEC codes are viable on contemporary quantum computers for near-term beyond-classical-scale computation.
Related papers
- Error correction of a logical qubit encoded in a single atomic ion [0.0]
Quantum error correction (QEC) is essential for quantum computers to perform useful algorithms.<n>Recent work has proposed a complementary approach of performing error correction at the single-particle level.<n>Here we demonstrate QEC in a single atomic ion that decreases errors by a factor of up to 2.2 and extends the qubit's useful lifetime by a factor of up to 1.5.
arXiv Detail & Related papers (2025-03-18T05:10:21Z) - Quantum error detection in qubit-resonator star architecture [4.975090950840375]
We introduce the six-qubit star lattice architecture that offers parallelism and effective local all-to-all connectivity.<n>In future, such star QPU can be tiled to enable QEC codes with high-weight and overlapping stabilizers for improved encoding rates.
arXiv Detail & Related papers (2025-03-17T06:55:25Z) - Quantum LDPC codes for erasure-biased atomic quantum processors [0.0]
Quantum Low-Density Parity-Check (LDPC) codes have been recently shown to provide a path towards fault-tolerant quantum computing.<n>We demonstrate that when the dominant errors are erasures, quantum LDPC codes additionally provide high thresholds and even stronger logical error suppression.
arXiv Detail & Related papers (2025-02-27T15:23:40Z) - Extending Quantum Perceptrons: Rydberg Devices, Multi-Class Classification, and Error Tolerance [67.77677387243135]
Quantum Neuromorphic Computing (QNC) merges quantum computation with neural computation to create scalable, noise-resilient algorithms for quantum machine learning (QML)
At the core of QNC is the quantum perceptron (QP), which leverages the analog dynamics of interacting qubits to enable universal quantum computation.
arXiv Detail & Related papers (2024-11-13T23:56:20Z) - Optimization by Decoded Quantum Interferometry [38.063836468778895]
We introduce Decoded Quantum Interferometry (DQI), a quantum algorithm that uses the quantum Fourier transform to reduce optimization problems to decoding problems.<n>For approximating optimal fits over finite fields, DQI achieves a superpolynomial speedup over known classical algorithms.
arXiv Detail & Related papers (2024-08-15T17:47:42Z) - Entangling four logical qubits beyond break-even in a nonlocal code [0.0]
Quantum error correction protects logical quantum information against environmental decoherence.
We encode the GHZ state in four logical qubits with fidelity $ 99.5 pm 0.15 % le F le 99.7 pm 0.1% $ (after postselecting on over 98% of outcomes)
Our results are a first step towards realizing fault-tolerant quantum computation with logical qubits encoded in geometrically nonlocal quantum low-density parity check codes.
arXiv Detail & Related papers (2024-06-04T18:00:00Z) - A Quantum-Classical Collaborative Training Architecture Based on Quantum
State Fidelity [50.387179833629254]
We introduce a collaborative classical-quantum architecture called co-TenQu.
Co-TenQu enhances a classical deep neural network by up to 41.72% in a fair setting.
It outperforms other quantum-based methods by up to 1.9 times and achieves similar accuracy while utilizing 70.59% fewer qubits.
arXiv Detail & Related papers (2024-02-23T14:09:41Z) - Single-shot decoding of good quantum LDPC codes [38.12919328528587]
We prove that quantum Tanner codes facilitate single-shot quantum error correction (QEC) of adversarial noise.
We show that in order to suppress errors over multiple repeated rounds of QEC, it suffices to run the parallel decoding algorithm for constant time in each round.
arXiv Detail & Related papers (2023-06-21T18:00:01Z) - 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) - Protecting Expressive Circuits with a Quantum Error Detection Code [0.0]
We develop a quantum error detection code for implementations on existing trapped-ion computers.
By encoding $k$ logical qubits into $k+2$ physical qubits, this code presents fault-tolerant state initialisation and syndrome measurement circuits.
arXiv Detail & Related papers (2022-11-12T16:46:35Z) - Realization of arbitrary doubly-controlled quantum phase gates [62.997667081978825]
We introduce a high-fidelity gate set inspired by a proposal for near-term quantum advantage in optimization problems.
By orchestrating coherent, multi-level control over three transmon qutrits, we synthesize a family of deterministic, continuous-angle quantum phase gates acting in the natural three-qubit computational basis.
arXiv Detail & Related papers (2021-08-03T17:49:09Z) - Building a fault-tolerant quantum computer using concatenated cat codes [44.03171880260564]
We present a proposed fault-tolerant quantum computer based on cat codes with outer quantum error-correcting codes.
We numerically simulate quantum error correction when the outer code is either a repetition code or a thin rectangular surface code.
We find that with around 1,000 superconducting circuit components, one could construct a fault-tolerant quantum computer.
arXiv Detail & Related papers (2020-12-07T23:22:40Z) - Fault-tolerant Coding for Quantum Communication [71.206200318454]
encode and decode circuits to reliably send messages over many uses of a noisy channel.
For every quantum channel $T$ and every $eps>0$ there exists a threshold $p(epsilon,T)$ for the gate error probability below which rates larger than $C-epsilon$ are fault-tolerantly achievable.
Our results are relevant in communication over large distances, and also on-chip, where distant parts of a quantum computer might need to communicate under higher levels of noise.
arXiv Detail & Related papers (2020-09-15T15:10:50Z) - NISQ+: Boosting quantum computing power by approximating quantum error
correction [6.638758213186185]
We design a method to boost the computational power of near-term quantum computers.
By approximating fully-fledged error correction mechanisms, we can increase the compute volume.
We demonstrate a proof-of-concept that approximate error decoding can be accomplished online in near-term quantum systems.
arXiv Detail & Related papers (2020-04-09T20:17:28Z)
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.