Error correction code is a major part of the physical communication layer, ensuring the
reliable transfer of data over noisy channels. Recently, neural decoders were shown to …

Low-density parity-check (LDPC) codes have been successfully commercialized in
communication systems due to their strong error correction capabilities and simple decoding …

Error correction code (ECC) is an integral part of the physical communication layer, ensuring
reliable data transfer over noisy channels. Recently, neural decoders have demonstrated …

In recent years, Artificial Intelligence has undergone a paradigm shift with the rise of
foundation models, which are trained on large amounts of data, typically in a self-supervised …

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 …

This paper provides a comprehensive survey on recent advances in deep learning (DL)
techniques for the channel coding problems. Inspired by the recent successes of DL in a …

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 …

In communication and storage systems, error correction codes (ECCs) are pivotal in
ensuring data reliability. As deep learning's applicability has broadened across diverse …

We propose a hybrid coded modulation scheme which composes of inner and outer codes.
The outer-code can be any standard binary linear code with efficient soft decoding capability …