A cross-attention transformer decoder, plus ensemble and foundation versions, is reported to outperform belief-propagation and prior neural decoders on several BCH, polar, and LDPC codes.
Channel coding for 6g extreme connectivity- requirements, capabilities and fundamental tradeoffs,
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Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks
A cross-attention transformer decoder, plus ensemble and foundation versions, is reported to outperform belief-propagation and prior neural decoders on several BCH, polar, and LDPC codes.