Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network.
Johannes BauschAndrew W. SeniorFrancisco J. H. HerasThomas EdlichAlex DaviesMichael NewmanCody JonesKevin J. SatzingerMurphy Yuezhen NiuSam BlackwellGeorge HollandDvir KafriJuan AtalayaCraig GidneyDemis HassabisSergio BoixoHartmut NevenPushmeet KohliPublished in: CoRR (2023)
Keyphrases
- neural network
- learning systems
- online learning
- recurrent networks
- reinforcement learning
- learning process
- supervised learning
- learning algorithm
- genetic algorithm
- expert systems
- fault diagnosis
- inductive inference
- machine learning
- three dimensional
- feedforward neural networks
- learning rules
- learning scheme
- recurrent neural networks
- feed forward
- learning tasks
- single image
- fuzzy logic
- pattern recognition