KO codes: Inventing Nonlinear Encoding and Decoding for Reliable
Wireless Communication via Deep-learning

KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning

29 August 2021

Ashok Vardhan Makkuva

Mohammad Vahid Jamali

Hessam Mahdavifar

Pramod Viswanath

Papers citing "KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning"

9 / 9 papers shown

Title
Interpreting Training Aspects of Deep-Learned Error-Correcting Codes Natasha Devroye A. Mulgund R. Shekhar Gyorgy Turán M. vZefran Y. Zhou 26 3 0 07 May 2023
Optimizing Serially Concatenated Neural Codes with Classical Decoders Jannis Clausius Marvin Geiselhart S. Brink 33 1 0 20 Dec 2022
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 22 6 0 01 Oct 2022
Concatenated Classic and Neural (CCN) Codes: ConcatenatedAE Onur Gunlu Rick Fritschek Rafael F. Schaefer 19 3 0 04 Sep 2022
ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes Mohammad Vahid Jamali Hamid Saber Homayoon Hatami J. Bae 10 29 0 09 Oct 2021
Deep Learning-based Polar Code Design Moustafa Ebada Sebastian Cammerer Ahmed Elkelesh S. Brink 19 34 0 26 Sep 2019
LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 30 79 0 30 Nov 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,171 0 02 Feb 2017
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 87 456 0 16 Jul 2016