Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3357713.3384332acmconferencesArticle/Chapter ViewAbstractPublication PagesstocConference Proceedingsconference-collections
research-article

Interactive shallow Clifford circuits: Quantum advantage against NC¹ and beyond

Published: 22 June 2020 Publication History

Abstract

Recent work of Bravyi et al. and follow-up work by Bene Watts et al. demonstrates a quantum advantage for shallow circuits: constant-depth quantum circuits can perform a task which constant-depth classical (i.e., 0) circuits cannot. Their results have the advantage that the quantum circuit is fairly practical, and their proofs are free of hardness assumptions (e.g., factoring is classically hard, etc.). Unfortunately, constant-depth classical circuits are too weak to yield a convincing real-world demonstration of quantum advantage. We attempt to hold on to the advantages of the above results, while increasing the power of the classical model. Our main result is a two-round interactive task which is solved by a constant-depth quantum circuit (using only Clifford gates, between neighboring qubits of a 2D grid, with Pauli measurements), but such that any classical solution would necessarily solve -hard problems. This implies a more powerful class of constant-depth classical circuits (e.g., 0[p] for any prime p) unconditionally cannot perform the task. Furthermore, under standard complexity-theoretic conjectures, log-depth circuits and log-space Turing machines cannot perform the task either. Using the same techniques, we prove hardness results for weaker complexity classes under more restrictive circuit topologies. Specifically, we give 0 interactive tasks on 2 × n and 1 × n grids which require classical simulations of power 1 and 0[6], respectively. Moreover, these hardness results are robust to a small constant fraction of error in the classical simulation.
We use ideas and techniques from the theory of branching programs, quantum contextuality, measurement-based quantum computation, and Kilian randomization.

References

[1]
Scott Aaronson and Alex Arkhipov. The computational complexity of linear optics. In Proceedings of the 43rd annual ACM symposium on Theory of computing, pages 333-342. ACM, 2011.
[2]
Miklos Ajtai and Michael Ben-Or. A theorem on probabilistic constant depth computations. In Proceedings of the 16th Annual ACM Symposium on Theory of Computing, STOC ' 84, pages 471-474, 1984.
[3]
David A. Mix Barrington and Denis Thérien. Finite monoids and the fine structure of NC1. J. ACM, 35 ( 4 ): 941-952, October 1988.
[4]
Adam Bene Watts, Robin Kothari, Luke Schaefer, and Avishay Tal. Exponential separation between shallow quantum circuits and unbounded fan-in shallow classical circuits. In Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing, pages 515-526. ACM, 2019.
[5]
Charles H. Bennett and John Gill. Relative to a random oracle A, PA, NPA, coNPA with probability 1. SIAM Journal on Computing, 10 ( 1 ): 96-113, 1981.
[6]
Sergio Boixo, Sergei V Isakov, Vadim N Smelyanskiy, Ryan Babbush, Nan Ding, Zhang Jiang, Michael J Bremner, John M Martinis, and Hartmut Neven. Characterizing quantum supremacy in near-term devices. Nature Physics, 14 ( 6 ): 595, 2018.
[7]
Sergey Bravyi, David Gosset, and Robert König. Quantum advantage with shallow circuits. Science, 362 ( 6412 ): 308-311, 2018.
[8]
Sergey Bravyi, David Gosset, Robert König, and Marco Tomamichel. Quantum advantage with noisy shallow circuits in 3D. arXiv e-prints, page arXiv: 1904.01502, Apr 2019.
[9]
Michael J Bremner, Richard Jozsa, and Dan J Shepherd. Classical simulation of commuting quantum computations implies collapse of the polynomial hierarchy. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 467 ( 2126 ): 459-472, 2010.
[10]
Bob Coecke and Ross Duncan. Interacting quantum observables: categorical algebra and diagrammatics. New Journal of Physics, 13 ( 4 ): 043016, 2011.
[11]
Matthew Coudron, Jalex Stark, and Thomas Vidick. Trading locality for time: certiifable randomness from low-depth circuits. arXiv e-prints, page arXiv: 1810.04233, Oct 2018.
[12]
Carsten Damm. Problems complete for ⊕L. In International Meeting of Young Computer Scientists, pages 130-137. Springer, 1990.
[13]
Roger H. Dye. Symmetric groups as maximal subgroups of orthogonal and symplectic groups over the field of two elements. Journal of the London Mathematical Society, s2-20 ( 2 ): 227-237, 1979.
[14]
Daniel Grier and Luke Schaefer. Interactive shallow Cliford circuits: quantum advantage against NC1 and beyond. arXiv preprint arXiv: 1911.02555, 2019.
[15]
Nico Habermann. Parallel neighbor-sort (or the glory of the induction principle). Technical Report, 1972.
[16]
Peter Høyer and Robert Špalek. Quantum fan-out is powerful. Theory of computing, 1 ( 1 ): 81-103, 2005.
[17]
Gregory D Kahanamoku-Meyer. Forging quantum data: classically defeating an IQP-based quantum test. arXiv preprint arXiv:1912.05547, 2019.
[18]
Iordanis Kerenidis and Anupam Prakash. Quantum recommendation systems. In 8th Innovations in Theoretical Computer Science Conference (ITCS 2017 ). Schloss Dagstuhl-Leibniz-Zentrum für Informatik, 2017.
[19]
Joe Kilian. Founding crytpography on oblivious transfer. In Proceedings of the 20th Annual ACM Symposium on Theory of Computing, STOC ' 88, pages 20-31, New York, NY, USA, 1988. ACM.
[20]
François Le Gall. Average-case quantum advantage with shallow circuits. In 34th Computational Complexity Conference (CCC 2019 ). Schloss Dagstuhl-LeibnizZentrum fuer Informatik, 2019.
[21]
N. David Mermin. Simple unified form for the major no-hidden-variables theorems. Phys. Rev. Lett., 65 : 3373-3376, Dec 1990.
[22]
Ashley Montanaro. Learning stabilizer states by bell sampling. Proceedings of the Royal Society A, 463 ( 2088 ), 2007.
[23]
Cristopher Moore and Martin Nilsson. Parallel quantum computation and quantum codes. SIAM J. Comput., 31 ( 3 ): 799-815, March 2002.
[24]
Asher Peres. Incompatible results of quantum measurements. Physics Letters A, 151 ( 3 ): 107-108, 1990.
[25]
Robert Raussendorf and Hans J Briegel. A one-way quantum computer. Physical Review Letters, 86 ( 22 ): 5188, 2001.
[26]
Robert Raussendorf, Daniel E Browne, and Hans J Briegel. Measurement-based quantum computation on cluster states. Physical review A, 68 ( 2 ): 022312, 2003.
[27]
Alexander A Razborov. Lower bounds on the size of bounded depth circuits over a complete basis with logical addition. Mathematical Notes, 41 ( 4 ): 333-338, 1987.
[28]
Dan Shepherd and Michael J Bremner. Temporally unstructured quantum computation. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 465 ( 2105 ): 1413-1439, 2009.
[29]
Peter W. Shor. Polynomial-time algorithms for prime factorization and discrete logarithms on a quantum computer. SIAM Journal on Computing, 26 ( 5 ): 1484-1509, 1997.
[30]
Roman Smolensky. Algebraic methods in the theory of lower bounds for Boolean circuit complexity. In Proceedings of the nineteenth annual ACM symposium on Theory of computing, pages 77-82. ACM, 1987.
[31]
Yasuhiro Takahashi and Seiichiro Tani. Collapse of the hierarchy of constantdepth exact quantum circuits. Computational Complexity, 25 ( 4 ): 849-881, 2016.
[32]
Ewin Tang. A quantum-inspired classical algorithm for recommendation systems. In Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing, pages 217-228. ACM, 2019.

Cited By

View all

Index Terms

  1. Interactive shallow Clifford circuits: Quantum advantage against NC¹ and beyond

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    STOC 2020: Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing
    June 2020
    1429 pages
    ISBN:9781450369794
    DOI:10.1145/3357713
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 22 June 2020

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. Clifford circuits
    2. classical simulation
    3. constant-depth
    4. interactive protocols
    5. measurement-based computation
    6. quantum advantage
    7. relation problems

    Qualifiers

    • Research-article

    Funding Sources

    Conference

    STOC '20
    Sponsor:

    Acceptance Rates

    Overall Acceptance Rate 1,469 of 4,586 submissions, 32%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)33
    • Downloads (Last 6 weeks)6
    Reflects downloads up to 17 Oct 2024

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)Quantum advantage in temporally flat measurement-based quantum computationQuantum10.22331/q-2024-04-09-13128(1312)Online publication date: 9-Apr-2024
    • (2024)Fast simulation of planar Clifford circuitsQuantum10.22331/q-2024-02-12-12518(1251)Online publication date: 12-Feb-2024
    • (2024)Locality Bounds for Sampling Hamming SlicesProceedings of the 56th Annual ACM Symposium on Theory of Computing10.1145/3618260.3649670(1279-1286)Online publication date: 10-Jun-2024
    • (2024)Quantum Advantage from One-Way FunctionsAdvances in Cryptology – CRYPTO 202410.1007/978-3-031-68388-6_13(359-392)Online publication date: 18-Aug-2024
    • (2023)3XOR Games with Perfect Commuting Operator Strategies Have Perfect Tensor Product Strategies and are Decidable in Polynomial TimeCommunications in Mathematical Physics10.1007/s00220-022-04615-3400:2(731-791)Online publication date: 10-Feb-2023
    • (2023)An Exact and Practical Classical Strategy for 2D Graph State SamplingAnnalen der Physik10.1002/andp.202200531535:2Online publication date: 15-Jan-2023
    • (2021)Quantum Computational Advantage with String Order Parameters of One-Dimensional Symmetry-Protected Topological OrderPhysical Review Letters10.1103/PhysRevLett.126.090505126:9Online publication date: 5-Mar-2021
    • (2021)Quantum advantage for computations with limited spaceNature Physics10.1038/s41567-021-01271-7Online publication date: 28-Jun-2021

    View Options

    Get Access

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media