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Constant overhead quantum fault tolerance with quantum expander codes
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The threshold theorem is a seminal result in the field of quantum computing asserting that arbitrarily long quantum computations can be performed on a faulty quantum computer provided that the noise level is below some constant threshold. This remarkable result comes at the price of increasing the number of qubits (quantum bits) by a large factor that scales polylogarithmically with the size of the quantum computation we wish to realize. Minimizing the space overhead for fault-tolerant quantum computation is a pressing challenge that is crucial to benefit from the computational potential of quantum devices. In this paper, we study the asymptotic scaling of the space overhead needed for fault-tolerant quantum computation. We show that the polylogarithmic factor in the standard threshold theorem is in fact not needed and that there is a fault-tolerant construction that uses a number of qubits that is only a constant factor more than the number of qubits of the ideal computation. This result was conjectured by Gottesman who suggested to replace the concatenated codes from the standard threshold theorem by quantum error-correcting codes with a constant encoding rate. The main challenge was then to find an appropriate family of quantum codes together with an efficient classical decoding algorithm working even with a noisy syndrome. The efficiency constraint is crucial here: bear in mind that qubits are inherently noisy and that faults keep accumulating during the decoding process. The role of the decoder is therefore to keep the number of errors under control during the whole computation. On a technical level, our main contribution is the analysis of the SMALL-SET-FLIP decoding algorithm applied to the family of quantum expander codes . We show that it can be parallelized to run in constant time while correcting sufficiently many errors on both the qubits and the syndrome to keep the error under control. These tools can be seen as a quantum generalization of the BIT-FLIP algorithm applied to the (classical) expander codes of Sipser and Spielman.
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The quantum expander code family has parameters [Θ(ki), ki, Θ(√ki)] and enables a single-shot decoder with O(log(ki)) runtime even with noisy syndrome measurements.
“The quantum expander code family has a parameter of”
From Quantum error correction and fault tolerance: A comprehensive tutorial (2026) · cites this paper as Fawzi et al. [273]
Fawzi et al. [273] instantiated the general Gottesman FTQC scheme using quantum expander code, which is a hypergraph product code [232] with classical expander codes as seed codes.
“This was solved first in the work by Fawzi et al. [273], where the general Gottesman FTQC scheme is instantiated using quantum expander code (which is a hypergraph product code [232] with classical expander codes as seed codes).”
From Quantum error correction and fault tolerance: A comprehensive tutorial (2026) · cites this paper as Fawzi et al. [273]
Recent work shows only constant overhead is necessary, with logical qubits proportional to physical ones, suggesting no fundamental obstacle to a perfect digital quantum simulator.
“Whereas recently, it has been shown that only a constant overhead is necessary (i.e. the number of logical qubits is proportional to the number of physical ones) [117] and one may therefore generally see no fundamental obstacle to building a perfect digital quantum simulator in the future”
From Quantum Computing for Molecular Biology** (2023) · cites this paper as [117]
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Kang, M., Lin, Y., Yao, H., Gökduman, M., Meinking, A., & Brown, K. R. (2025) · Quantum · doi:10.22331/q-2025-12-05-1931 · Cited by 11
Interactive quantum advantage with noisy, shallow Clifford circuitsPreprint
Grier, D., Ju, N., & Schaeffer, L. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2102.06833 · Cited by 14
Fault-Tolerant Quantum Computation with Constant Overhead for General Noise
Christandl, M., Fawzi, O., & Goswami, A. (2025) · PRX Quantum · doi:10.1103/k4cm-pp9p · Cited by 4
Self-citationOpportunities in full-stack design of low-overhead fault-tolerant quantum computation
Zhou, H., Cain, M., & Lukin, M. D. (2025) · Nature Computational Science · doi:10.1038/s43588-025-00895-6 · Cited by 2
Energy Barrier of Hypergraph Product Codes
Zhao, G., Doherty, A. C., & Kim, I. H. (2025) · Physical Review Letters · doi:10.1103/physrevlett.134.180601 · Cited by 7
A Converse for Fault-tolerant Quantum Computation
Uthirakalyani, G., Nayak, A. K., & Chatterjee, A. (2023) · Quantum · doi:10.22331/q-2023-08-16-1087 · Cited by 2
On the Efficacy of the Peeling Decoder for the Quantum Expander Code
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Power and Limitations of Linear Programming Decoder for Quantum LDPC Codes
Gu, S., & Soleimanifar, M. (2026) · IEEE Transactions on Information Theory · doi:10.1109/tit.2026.3715538 · Cited by 5
Approximate Quantum Error Correction with 1D Log-Depth Circuits
Liu, G., Du, Z., Liu, Z.-W., & Ma, X. (2026) · PRX Quantum · doi:10.1103/7rzk-2jyh · Cited by 8
Quantum Coding via Quasi-Cyclic Block Matrix
Cai, Y., & Li, J.-Y. (2023) · Entropy · doi:10.3390/e25030537 · Cited by 2
Limits of fault tolerance on resource-constrained quantum circuits for classical problems
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Quantum LDPC Codes From Intersecting Subsets
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Decoding Quasi-Cyclic Quantum LDPC Codes
Golowich, L., & Guruswami, V. (2024) · Annual Symposium on Foundations of Computer Science · doi:10.1109/focs61266.2024.00029 · Cited by 1
Long-range data transmission in a fault-tolerant quantum bus architecture
Choe, S. H., & König, R. (2024) · npj Quantum Information · doi:10.1038/s41534-024-00928-4 · Cited by 1
Targeted Clifford logical gates for hypergraph product codes
Patra, A., & Barg, A. (2025) · Quantum · doi:10.22331/q-2025-08-29-1842 · Cited by 5
Fault-tolerant quantum computation with polylogarithmic time and constant space overheads
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Encoders and Decoders for Quantum Expander Codes Using Machine LearningPreprint
Chadaga, S., Agarwal, M., & Aggarwal, V. (2019) · arXiv (Cornell University) · doi:10.48550/arxiv.1909.02945 · Cited by 1
The XZZX surface codePreprint
Ataides, J. P. B., Tuckett, D. K., Bartlett, S. D., Flammia, S. T., & Brown, B. J. (2020) · doi:10.21203/rs.3.rs-90087/v1 · Cited by 1
Quantum error correction and fault tolerance: A comprehensive tutorial
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Low Bit Error Rate and Complexity GMSK Demodulator Based on Soft Decision Decoder
Kadhim, A. M., Al-Dayyeni, W. S., & Naghmash, M. S. (2023) · Lecture notes in networks and systems · doi:10.1007/978-3-031-25274-7_34
Metadata
- Authors
- Fawzi, O., Grospellier, A., & Leverrier, A.
- Affiliations
- Lyon 1 Université (FR)
- Institut national de recherche en sciences et technologies du numérique (FR)
- Venue
- Communications of the ACM
- Published
- 2020-12-17
- Volume
- 64
- Issue
- 1
- Pages
- 106-114
- ISSN
- 0272-5428 (ISSN-L)
- 0001-0782
- 1557-7317
- OpenAlex
- W2886337778
- Cited by
- 111
- References
- 28
- Citations by year
- 2026: 7 · 2025: 25 · 2024: 20 · 2023: 15 · 2022: 12 · 2021: 17 · 2020: 5
- FWCI
- 3.27
- Type
- conference paper
- Language
- en
- Open access
- green
- inria.hal.science
- Locations
- Annual Symposium on Foundations of Computer Science (publishedVersion)
- Communications of the ACM (publishedVersion)
- HAL (publishedVersion, other-oa)
- arXiv (Cornell University) (submittedVersion)
- HAL (submittedVersion)
- HAL (submittedVersion, cc-by)
- arXiv (Cornell University)
- Funders
- Agence Nationale de la Recherche (QuantERA project QCDA)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › Quantum Computing Algorithms and Architecture
- Physical Sciences › Physics and Astronomy › Atomic and Molecular Physics, and Optics › Quantum Information and Cryptography
- Physical Sciences › Mathematics › Discrete Mathematics and Combinatorics › Coding theory and cryptography
- Keywords
- quantum fault tolerance, threshold theorem, space overhead, quantum error-correcting codes, syndrome decoding
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