This repo provides the codebase and results for [1] and [2]
[1] Alexander von Bank, Eike-Manuel Edelmann, Sisi Miao, Jonathan Mandelbaum, and Laurent Schmalen, "Spiking Neural Belief Propagation Decoder for Short Block Length LDPC Codes," IEEE Commun. Lett., Vol. 29, No. 1 , 1. January 2025, https://doi.org/10.1109/LCOMM.2024.3492711
[2] A. von Bank, E.-M. Edelmann, J. Mandelbaum, and L. Schmalen, "Spiking Neural Belief Propagation Decoder for LDPC Codes with Small Variable Node Degrees" in Proc. ITG SCC, Karlsruhe, Germany, Mar. 2025.
This work has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (grant agreement No. 101001899). Parts of this work were carried out in the framework of the CELTIC-NEXT project AI-NET-ANTILLAS (C2019/3-3) funded by the German Federal Ministry of Education and Research (BMBF) (grant agreement 16KIS1316).