AI pre-decoders achieve O(1 μs) per round decoding runtimes on GPUs for surface codes while improving logical error rates over global decoding alone and enabling data-driven noise weight estimation.
Edmonds, Paths, trees, and flowers, Canadian Journal of Mathematics17, 449–467 (1965)
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Fast and accurate AI-based pre-decoders for surface codes
AI pre-decoders achieve O(1 μs) per round decoding runtimes on GPUs for surface codes while improving logical error rates over global decoding alone and enabling data-driven noise weight estimation.