Neural Network Decoders for Large-Distance 2D Toric Codes

We still do not have perfect decoders for topological codes that can satisfy all needs of different experimental setups. Recently, a few neural network based decoders have been studied, with the motivation that they can adapt to a wide range of noise models, and can easily run on dedicated chips wit...

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Bibliographic Details
Main Author: Xiaotong Ni
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2020-08-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2020-08-24-310/pdf/