Graph Neural Networks for Enhanced Decoding of Quantum LDPC Codes
International Symposium on Information Theory（2024）
Key words
Graph Neural Networks,Low-density Parity-check Codes,Low-density Parity-check,Quantum Low-density Parity-check,Quantum Low-density Parity-check Codes,Random Perturbations,Post-processing Methods,Belief Propagation,Decoding Stage,Likelihood Ratio Test,Training Methods,Types Of Errors,Multilayer Perceptron,Intermediate Layer,Variable Nodes,Message Passing,Quantum Error Correction,Mixed Dataset,Graph Neural Network Model,Error Floor,Parity-check Matrix,Hamming Weight,Codeword Length
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