ProductAE: Towards Training Larger Channel Codes based on Neural Product
Codes

ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes

9 October 2021

Mohammad Vahid Jamali

Homayoon Hatami

Papers citing "ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes"

14 / 14 papers shown

Title
MinGRU-Based Encoder for Turbo Autoencoder Frameworks Rick Fritschek Rafael F. Schaefer 66 0 0 11 Mar 2025
Boosted Neural Decoders: Achieving Extreme Reliability of LDPC Codes for 6G Networks Heeyoul Kwak Dae-Young Yun Yongjune Kim Sang-Hyo Kim Jong-Seon No 26 0 0 22 May 2024
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning Ashwin Hebbar S. Ankireddy Hyeji Kim Sewoong Oh Pramod Viswanath 16 5 0 14 Feb 2024
Nested Construction of Polar Codes via Transformers S. Ankireddy Ashwin Hebbar Heping Wan Joonyoung Cho C. Zhang 21 5 0 30 Jan 2024
Component Training of Turbo Autoencoders Jannis Clausius Marvin Geiselhart S. Brink 24 2 0 16 May 2023
ProductAE: Toward Deep Learning Driven Error-Correction Codes of Large Dimensions Mohammadreza Jamali Hamid Saber Homayoon Hatami J. Bae 18 3 0 29 Mar 2023
Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes Mohammad Vahid Jamali Xiyang Liu Ashok Vardhan Makkuva Hessam Mahdavifar Sewoong Oh Pramod Viswanath 19 1 0 16 Jan 2023
Unlocking Metaverse-as-a-Service The three pillars to watch: Privacy and Security, Edge Computing, and Blockchain Vesal Ahsani Alireza Rahimi Mehdi Letafati B. Khalaj 36 15 0 01 Jan 2023
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 30 6 0 01 Oct 2022
Concatenated Classic and Neural (CCN) Codes: ConcatenatedAE Onur Gunlu Rick Fritschek Rafael F. Schaefer 26 3 0 04 Sep 2022
List Autoencoder: Towards Deep Learning Based Reliable Transmission Over Noisy Channels Hamid Saber Homayoon Hatami J. Bae 25 6 0 19 Dec 2021
Neural Distributed Source Coding Jay Whang Alliot Nagle Anish Acharya Hyeji Kim A. Dimakis 32 20 0 05 Jun 2021
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 95 456 0 16 Jul 2016