MMPD combines Tanner-graph message passing with bidirectional Mamba blocks to deliver 0.45 dB better performance and 1.5x lower memory than attention-based decoders on a 1056-bit LDPC code.
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Scalable Mamba-Based Message-Passing Neural Decoder for Error-Correcting Codes
MMPD combines Tanner-graph message passing with bidirectional Mamba blocks to deliver 0.45 dB better performance and 1.5x lower memory than attention-based decoders on a 1056-bit LDPC code.