ProductAE: Toward Deep Learning Driven Error-Correction Codes of Large Dimensions

29 March 2023

Papers citing "ProductAE: Toward Deep Learning Driven Error-Correction Codes of Large Dimensions"

8 / 8 papers shown

Title
ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes Mohammad Vahid Jamali Hamid Saber Homayoon Hatami J. Bae 46 33 0 09 Oct 2021
KO codes: Inventing Nonlinear Encoding and Decoding for Reliable Wireless Communication via Deep-learning Ashok Vardhan Makkuva Xiyang Liu Mohammad Vahid Jamali Hessam Mahdavifar Sewoong Oh Pramod Viswanath 66 37 0 29 Aug 2021
Pruning Neural Belief Propagation Decoders Andreas Buchberger Christian Hager H. Pfister Laurent Schmalen Alexandre Graell i Amat 35 25 0 21 Jan 2020
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 52 136 0 08 Nov 2019
Deep Learning-based Polar Code Design Moustafa Ebada Sebastian Cammerer Ahmed Elkelesh S. Brink 55 34 0 26 Sep 2019
Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quantization Mechanism Chieh-Fang Teng Chengyang Wu A. K. Ho A. Wu 41 57 0 29 Oct 2018
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 132 2,198 0 02 Feb 2017
Learning to Decode Linear Codes Using Deep Learning Eliya Nachmani Yair Be’ery D. Burshtein 122 462 0 16 Jul 2016