Deep Learning-based Polar Code Design

Deep Learning-based Polar Code Design

26 September 2019

Sebastian Cammerer

Papers citing "Deep Learning-based Polar Code Design"

12 / 12 papers shown

Title
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
Data-Driven Neural Polar Codes for Unknown Channels With and Without Memory Ziv Aharoni Bashar Huleihel Henry D. Pfister H. Permuter 82 2 0 06 Sep 2023
ProductAE: Toward Deep Learning Driven Error-Correction Codes of Large Dimensions Mohammadreza Jamali Hamid Saber Homayoon Hatami J. Bae 13 3 0 29 Mar 2023
TinyTurbo: Efficient Turbo Decoders on Edge Ashwin Hebbar Rajesh K. Mishra S. Ankireddy Ashok Vardhan Makkuva Hyeji Kim Pramod Viswanath 25 9 0 30 Sep 2022
Scalable Polar Code Construction for Successive Cancellation List Decoding: A Graph Neural Network-Based Approach Yun Liao Seyyed Ali Hashemi Hengjie Yang J. Cioffi 18 5 0 03 Jul 2022
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 8 34 0 29 Aug 2021
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding Siyu Liao Chunhua Deng Miao Yin Bo Yuan AI4TS 11 7 0 08 Feb 2021
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback David Burth Kurka Deniz Gündüz 6 294 0 25 Nov 2019
LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 27 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 81 456 0 16 Jul 2016