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quant-ph2024
Machine Learning Message-Passing for the Scalable Decoding of QLDPC Codes
Arshpreet Singh Maan, Alexandru Paler
We present Astra, a novel and scalable decoder using graph neural networks. Our decoder works similarly to solving a Sudoku puzzle of constraints represented by the Tanner graph. I…
quant-ph2024★ 2 cited
Superconducting qubits in the millions: the potential and limitations of modularity
S. N. Saadatmand, Tyler L. Wilson, Mark J. Hodson +11
The development of fault-tolerant quantum computers (FTQCs) is receiving increasing attention within the quantum computing community. Like conventional digital computers, FTQCs, wh…