@inproceedings{fa02253f25ff46f3864125ad7d5624d7,
title = "A gated hypernet decoder for polar codes",
abstract = "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 be applied to decode polar codes by employing a new formalization of the polar belief propagation decoding scheme. We demonstrate that our method improves the previous results of neural polar decoders and achieves, for large SNRs, the same bit-error-rate performances as the successive list cancellation method, which is known to be better than any belief propagation decoders and very close to the maximum likelihood decoder.",
keywords = "Belief propagation, Error correcting codes, Hypernetworks, Polar codes",
author = "Eliya Nachmani and Lior Wolf",
note = "Publisher Copyright: {\textcopyright} 2020 IEEE; null ; Conference date: 04-05-2020 Through 08-05-2020",
year = "2020",
month = may,
doi = "10.1109/ICASSP40776.2020.9054607",
language = "אנגלית",
series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "5210--5214",
booktitle = "2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings",
address = "ארצות הברית",
}