Decoding 3D color codes with boundaries
- URL: http://arxiv.org/abs/2512.13436v2
- Date: Mon, 22 Dec 2025 17:38:54 GMT
- Title: Decoding 3D color codes with boundaries
- Authors: Friederike Butt, Lars Esser, Markus Müller,
- Abstract summary: Three-dimensional (3D) color codes are a promising candidate for fault-tolerant quantum computation.<n>We extend previous decoders for two-dimensional color codes to three dimensions.<n>We present qCodePlot3D, a Python package for visualizing 2D and 3D color codes, error configurations, and decoding paths.
- Score: 0.9744114320491685
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Practical large-scale quantum computation requires both efficient error correction and robust implementation of logical operations. Three-dimensional (3D) color codes are a promising candidate for fault-tolerant quantum computation due to their transversal non-Clifford gates, but efficient decoding remains challenging. In this work, we extend previous decoders for two-dimensional color codes [1], which are based on the restriction of the decoding problem to a subset of the qubit lattice, to three dimensions. Including boundaries of 3D color codes, we demonstrate that the 3D restriction decoder achieves optimal scaling of the logical error rate and a threshold value of 1.55(6)% for code-capacity bit- and phase-flip noise, which is almost a factor of two higher than previously reported for this family of codes [2, 3]. We furthermore present qCodePlot3D, a Python package for visualizing 2D and 3D color codes, error configurations, and decoding paths, which supports the development and analysis of such decoders. These advancements contribute to making 3D color codes a more practical option for exploring fault-tolerant quantum computation.
Related papers
- Demonstrating dynamic surface codes [118.67046728951689]
We experimentally demonstrate three time-dynamic implementations of the surface code.<n>First, we embed the surface code on a hexagonal lattice, reducing the necessary couplings per qubit from four to three.<n>Second, we walk a surface code, swapping the role of data and measure qubits each round, achieving error correction with built-in removal of accumulated non-computational errors.<n>Third, we realize the surface code using iSWAP gates instead of the traditional CNOT, extending the set of viable gates for error correction without additional overhead.
arXiv Detail & Related papers (2024-12-18T21:56:50Z) - Scaling and logic in the color code on a superconducting quantum processor [109.61104855764401]
We present a demonstration of the color code on a superconducting processor, achieving logical error suppression and performing logical operations.<n>We inject magic states, a key resource for universal computation, achieving fidelities exceeding 99% with post-selection.<n>This work establishes the color code as a compelling research direction to realize fault-tolerant quantum computation on superconducting processors.
arXiv Detail & Related papers (2024-12-18T19:00:05Z) - Learning Linear Block Error Correction Codes [62.25533750469467]
We propose for the first time a unified encoder-decoder training of binary linear block codes.
We also propose a novel Transformer model in which the self-attention masking is performed in a differentiable fashion for the efficient backpropagation of the code gradient.
arXiv Detail & Related papers (2024-05-07T06:47:12Z) - 3D-QAE: Fully Quantum Auto-Encoding of 3D Point Clouds [71.39129855825402]
Existing methods for learning 3D representations are deep neural networks trained and tested on classical hardware.
This paper introduces the first quantum auto-encoder for 3D point clouds.
arXiv Detail & Related papers (2023-11-09T18:58:33Z) - Tensor Network Decoding Beyond 2D [2.048226951354646]
We introduce several techniques to generalize tensor network decoding to higher dimensions.
We numerically demonstrate that the decoding accuracy of our approach outperforms state-of-the-art decoders on the 3D surface code.
arXiv Detail & Related papers (2023-10-16T18:00:02Z) - 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) - Tailoring three-dimensional topological codes for biased noise [2.362412515574206]
topological stabilizer codes in two dimensions have been shown to exhibit high storage threshold error rates and improved biased Pauli noise.
We present Clifford deformations of various 3D topological codes, such that they exhibit a threshold error rate of $50%$ under infinitely biased Pauli noise.
arXiv Detail & Related papers (2022-11-03T19:40:57Z) - Rescaling decoder for 2D topological quantum color codes on 4.8.8
lattices [0.0]
Topological codes, such as the surface code or color codes, are leading candidates for practical scalable quantum error correction.
We study the efficiency of a decoder for 2D topological color codes on the 4.8.8 lattice.
arXiv Detail & Related papers (2021-12-17T15:56:22Z) - The cost of universality: A comparative study of the overhead of state
distillation and code switching with color codes [63.62764375279861]
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.
arXiv Detail & Related papers (2021-01-06T19:00:01Z) - Efficient color code decoders in $d\geq 2$ dimensions from toric code
decoders [77.34726150561087]
We prove that the Restriction Decoder successfully corrects errors in the color code if and only if the corresponding toric code decoding succeeds.
We numerically estimate the Restriction Decoder threshold for the color code in two and three dimensions against the bit-flip and phase-flip noise.
arXiv Detail & Related papers (2019-05-17T17:41:50Z)
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.