Search Results for author: Aleksander Kubica

Found 3 papers, 2 papers with code

Advantages of versatile neural-network decoding for topological codes

no code implementations23 Feb 2018 Nishad Maskara, Aleksander Kubica, Tomas Jochym-O'Connor

Finding optimal correction of errors in generic stabilizer codes is a computationally hard problem, even for simple noise models.

Cellular-automaton decoders with provable thresholds for topological codes

1 code implementation26 Sep 2018 Aleksander Kubica, John Preskill

We propose a new cellular automaton (CA), the Sweep Rule, which generalizes Toom's rule to any locally Euclidean lattice.

Quantum Physics Disordered Systems and Neural Networks Statistical Mechanics

Cellular automaton decoders for topological quantum codes with noisy measurements and beyond

2 code implementations15 Apr 2020 Michael Vasmer, Dan E. Browne, Aleksander Kubica

We find that this error correction procedure is remarkably robust against measurement errors and is also essentially insensitive to the details of the lattice and noise model.

Quantum Physics

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