Scalable Neural Network Decoders for Higher Dimensional Quantum Codes

Machine learning has the potential to become an important tool in quantum error correction as it allows the decoder to adapt to the error distribution of a quantum chip. An additional motivation for using neural networks is the fact that they can be evaluated by dedicated hardware which is very fast...

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Bibliographic Details
Main Authors: Nikolas P. Breuckmann, Xiaotong Ni
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2018-05-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2018-05-24-68/pdf/