93 citations · 259 across the 35 of their papers we have counts for
4 papers · 1 filter
Denoising Diffusion Error Correction Codes
Yoni Choukroun, Lior Wolf
Error correction code (ECC) is an integral part of the physical communication layer, ensuring reliable data transfer over noisy channels. Recently, neural decoders have demonstrate…
Autoregressive Belief Propagation for Decoding Block Codes
Eliya Nachmani, Lior Wolf
We revisit recent methods that employ graph neural networks for decoding error correcting codes and employ messages that are computed in an autoregressive manner. The outgoing mess…
A Gated Hypernet Decoder for Polar Codes
Eliya Nachmani, Lior Wolf
Hypernetworks were recently shown to improve the performance of message passing algorithms for decoding error correcting codes. In this work, we demonstrate how hypernetworks can b…
Hyper-Graph-Network Decoders for Block Codes
Eliya Nachmani, Lior Wolf
Neural decoders were shown to outperform classical message passing techniques for short BCH codes. In this work, we extend these results to much larger families of algebraic block…