Union-find decoder for surface code achieves finite threshold under circuit-level stochastic errors with quasi-polylog parallel runtime bound.
Lake, Local active error correction from simulated con- finement, arXiv:2510.08056 (2025)
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A two-dimensional dissipative quantum cellular automaton achieves passive quantum error correction with a nonzero noise threshold and supports fault-tolerant universal computation.
Neural decoder for quantum LDPC codes achieves ~10^{-10} logical error at 0.1% physical error with 17x improvement and high throughput, enabling practical fault tolerance at modest code sizes.
A new 2D signal-rule local decoder for the toric code achieves exponential logical error suppression below a threshold under phenomenological noise with data and measurement errors.
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Proof of a finite threshold for the union-find decoder
Union-find decoder for surface code achieves finite threshold under circuit-level stochastic errors with quasi-polylog parallel runtime bound.
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Quantum Memory and Autonomous Computation in Two Dimensions
A two-dimensional dissipative quantum cellular automaton achieves passive quantum error correction with a nonzero noise threshold and supports fault-tolerant universal computation.
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Scalable Neural Decoders for Practical Fault-Tolerant Quantum Computation
Neural decoder for quantum LDPC codes achieves ~10^{-10} logical error at 0.1% physical error with 17x improvement and high throughput, enabling practical fault tolerance at modest code sizes.
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Local decoder for the toric code via signal exchange
A new 2D signal-rule local decoder for the toric code achieves exponential logical error suppression below a threshold under phenomenological noise with data and measurement errors.