The cost of universality: A comparative study of the overhead of state
distillation and code switching with color codes
- URL: http://arxiv.org/abs/2101.02211v1
- Date: Wed, 6 Jan 2021 19:00:01 GMT
- Title: The cost of universality: A comparative study of the overhead of state
distillation and code switching with color codes
- Authors: Michael E. Beverland, Aleksander Kubica, Krysta M. Svore
- Abstract summary: We compare two leading FT implementations of the T gate in 2D color codes under circuit noise.
We find a circuit noise threshold of 0.07(1)% for the T gate via code switching, almost an order of magnitude below that achievable by state distillation in the same setting.
- Score: 63.62764375279861
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Estimating and reducing the overhead of fault tolerance (FT) schemes is a
crucial step toward realizing scalable quantum computers. Of particular
interest are schemes based on two-dimensional (2D) topological codes such as
the surface and color codes which have high thresholds but lack a natural
implementation of a non-Clifford gate. In this work, we directly compare two
leading FT implementations of the T gate in 2D color codes under circuit noise
across a wide range of parameters in regimes of practical interest. We report
that implementing the T gate via code switching to a 3D color code does not
offer substantial savings over state distillation in terms of either space or
space-time overhead. We find a circuit noise threshold of 0.07(1)% for the T
gate via code switching, almost an order of magnitude below that achievable by
state distillation in the same setting. To arrive at these results, we provide
and simulate an optimized code switching procedure, and bound the effect of
various conceivable improvements. Many intermediate results in our analysis may
be of independent interest. For example, we optimize the 2D color code for
circuit noise yielding its largest threshold to date 0.37(1)%, and adapt and
optimize the restriction decoder finding a threshold of 0.80(5)% for the 3D
color code with perfect measurements under Z noise. Our work provides a
much-needed direct comparison of the overhead of state distillation and code
switching, and sheds light on the choice of future FT schemes and hardware
designs.
Related papers
- Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding [62.25533750469467]
Low-Density Parity-Check (LDPC) codes possess several advantages over other families of codes.
The proposed approach is shown to outperform the decoding performance of existing popular codes by orders of magnitude.
arXiv Detail & Related papers (2024-06-09T12:08:56Z) - Improving threshold for fault-tolerant color code quantum computing by flagged weight optimization [0.9002260638342727]
thresholds of color codes under circuit-level noise are relatively low because of their high-weight stabilizer generators.
We propose a method to suppress the impact of such errors using conditional error probabilities conditioned on the measurement outcomes of flag qubits.
This method can also be applied to other weight-based decoders, making the color codes more promising for the candidate of experimental implementation of QEC.
arXiv Detail & Related papers (2024-02-21T17:40:51Z) - VST++: Efficient and Stronger Visual Saliency Transformer [74.26078624363274]
We develop an efficient and stronger VST++ model to explore global long-range dependencies.
We evaluate our model across various transformer-based backbones on RGB, RGB-D, and RGB-T SOD benchmark datasets.
arXiv Detail & Related papers (2023-10-18T05:44:49Z) - Facilitating Practical Fault-tolerant Quantum Computing Based on Color Codes [0.6963971634605797]
In this work, we address several key issues to facilitate practical fault-tolerant quantum computing based on color codes.
First, by introducing decoding graphs with error-rate-related weights, we obtained the threshold of $0.57%$ of the triangular color code.
Second, our work firstly investigates the circuit-level decoding of color code lattice surgery, and gives an efficient decoding algorithm.
Third, a new state injection protocol of the triangular color code is proposed, reducing the output magic state error rate in one round of 15 to 1 distillation by two orders of magnitude compared to a previous rough protocol.
arXiv Detail & Related papers (2023-09-11T03:56:18Z) - Hardware optimized parity check gates for superconducting surface codes [0.0]
Error correcting codes use multi-qubit measurements to realize fault-tolerant quantum logic steps.
We analyze an unconventional surface code based on multi-body interactions between superconducting transmon qubits.
Despite the multi-body effects that underpin this approach, our estimates of logical faults suggest that this design can be at least as robust to realistic noise as conventional designs.
arXiv Detail & Related papers (2022-11-11T18:00:30Z) - Looped Pipelines Enabling Effective 3D Qubit Lattices in a Strictly 2D
Device [0.0]
We explore a concept called looped pipelines which permits one to obtain many of the advantages of a 3D lattice while operating a strictly 2D device.
The concept leverages qubit shuttling, a well-established feature in platforms like semiconductor spin qubits and trapped-ion qubits.
arXiv Detail & Related papers (2022-03-24T15:36:17Z) - Improved decoding of circuit noise and fragile boundaries of tailored
surface codes [61.411482146110984]
We introduce decoders that are both fast and accurate, and can be used with a wide class of quantum error correction codes.
Our decoders, named belief-matching and belief-find, exploit all noise information and thereby unlock higher accuracy demonstrations of QEC.
We find that the decoders led to a much higher threshold and lower qubit overhead in the tailored surface code with respect to the standard, square surface code.
arXiv Detail & Related papers (2022-03-09T18:48:54Z) - Low-overhead quantum computing with the color code [1.4999444543328293]
We show that an approach based on the color code can lead to considerable reductions in the resource overheads.
We propose a lattice surgery scheme that exploits the rich structure of the color-code phase to perform arbitrary pairs of commuting logical Pauli measurements in parallel.
arXiv Detail & Related papers (2022-01-19T19:00:02Z) - Composably secure data processing for Gaussian-modulated continuous
variable quantum key distribution [58.720142291102135]
Continuous-variable quantum key distribution (QKD) employs the quadratures of a bosonic mode to establish a secret key between two remote parties.
We consider a protocol with homodyne detection in the general setting of composable finite-size security.
In particular, we analyze the high signal-to-noise regime which requires the use of high-rate (non-binary) low-density parity check codes.
arXiv Detail & Related papers (2021-03-30T18:02:55Z) - Bi-directional Cross-Modality Feature Propagation with
Separation-and-Aggregation Gate for RGB-D Semantic Segmentation [59.94819184452694]
Depth information has proven to be a useful cue in the semantic segmentation of RGBD images for providing a geometric counterpart to the RGB representation.
Most existing works simply assume that depth measurements are accurate and well-aligned with the RGB pixels and models the problem as a cross-modal feature fusion.
In this paper, we propose a unified and efficient Crossmodality Guided to not only effectively recalibrate RGB feature responses, but also to distill accurate depth information via multiple stages and aggregate the two recalibrated representations alternatively.
arXiv Detail & Related papers (2020-07-17T18:35:24Z)
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.