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Neural Network Decoder

Machine learning-based decoder using neural networks. Trained on surface code syndromes for improved error correction rates.

byml-quantum
1,843
9,876
Python
MIT
neural-network
machine-learning
surface-code
pytorch

Model Card

Detailed information about this decoder

Description

Machine learning-based decoder using neural networks. Trained on surface code syndromes for improved error correction rates.

Specifications

Code Type:

surface code

Qubit Type:

all

Code Distance:

5

Language:

Python

Metadata

Created: 11/3/2023
Updated: 4/12/2024