Elvino S. Sousa

Error Correction Code Residual Transformer

The Error Correction Code Transformer (ECCT) is a seminal state-of-the-art model-free neural decoder for linear block codes, leveraging parity-check-matrix-aware masked self-attention to exploit algebraic code structure. A well-known limitation of deep Transformer architectures trained with Pre-Layer Normalization (Pre...