Decoding Quantum LDPC Codes Using Graph Neural Networks

Vukan Ninkovic, Ognjen Kundacina, Dejan Vukobratovic +2

In this paper, we propose a novel decoding method for Quantum Low-Density Parity-Check (QLDPC) codes based on Graph Neural Networks (GNNs). Similar to the Belief Propagation (BP)-b…