Showing cs.ITShow all
3 papers · 1 filter
cs.IT2025
Hybrid Mamba-Transformer Decoder for Error-Correcting Codes
Shy-el Cohen, Yoni Choukroun, Eliya Nachmani
We introduce a novel deep learning method for decoding error correction codes based on the Mamba architecture, enhanced with Transformer layers. Our approach proposes a hybrid deco…
cs.IT2024
Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding
Yoni Choukroun, Lior Wolf
The design of optimal linear block codes capable of being efficiently decoded is of major concern, especially for short block lengths. As near capacity-approaching codes, Low-Densi…
cs.IT2024
Learning Linear Block Error Correction Codes
Yoni Choukroun, Lior Wolf
Error correction codes are a crucial part of the physical communication layer, ensuring the reliable transfer of data over noisy channels. The design of optimal linear block codes…