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Paper 1

A simple decoder for topological codes

James R. Wootton

Year
2013
Journal
arXiv preprint
DOI
arXiv:1310.2393
arXiv
1310.2393

Here we study an efficient algorithm for decoding the topological codes. It is based on a simple principle, which should allow straightforward generalization to complex decoding problems. It is benchmarked with the planar code for both i.i.d. and spatially correlated errors and is found to compare well with existing methods.

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Paper 2

Quantum Kolmogorov-Arnold networks by combining quantum signal processing circuits

Ammar Daskin

Year
2024
Journal
arXiv preprint
DOI
arXiv:2410.04218
arXiv
2410.04218

In this paper, we show that an equivalent implementation of KAN can be done on quantum computers by simply combining quantum signal processing circuits in layers. This provides a powerful and robust path for the applications of KAN on quantum computers.

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