Quaternary Neural Belief Propagation Decoding of Quantum LDPC Codes With Overcomplete Check Matrices

Quantum low-density parity-check (QLDPC) codes are promising candidates for error correction in quantum computers. One of the major challenges in implementing QLDPC codes in quantum computers is the lack of a universal decoder. In this work, we first propose to decode QLDPC codes with a belief propa...

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Bibliographic Details
Published in:	IEEE access Vol. 13; pp. 25637 - 25649
Main Authors:	Miao, Sisi, Schnerring, Alexander, Li, Haizheng, Schmalen, Laurent
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2025 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Belief propagation Binary codes channel coding Codes Computers Correlation Decoders Decoding decoding algorithms Error correcting codes Error correction Iterative decoding neural networks Numerical simulation Quantum computers Quantum error correction quantum low-density parity-check codes Qubit Reviews Vectors
ISSN:	2169-3536, 2169-3536
Online Access:	Get full text
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