A linear-attention transformer decoder achieves bit error rate comparable to a standard transformer and better than one-iteration belief propagation on 5G NR LDPC codes, with O(n) instead of O(n^2) complexity.
Machine intelligence in decoding of forward error correction codes
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5G LDPC Linear Transformer for Channel Decoding
A linear-attention transformer decoder achieves bit error rate comparable to a standard transformer and better than one-iteration belief propagation on 5G NR LDPC codes, with O(n) instead of O(n^2) complexity.