Deep Learning-based Polar Code Design

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Deep Learning-based Polar Code Design

26 September 2019

Sebastian Cammerer

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Papers citing "Deep Learning-based Polar Code Design"

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Title
DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning Ashwin Hebbar S. Ankireddy Hyeji Kim Sewoong Oh Pramod Viswanath 69 8 0 14 Feb 2024
Nested Construction of Polar Codes via Transformers S. Ankireddy Ashwin Hebbar Heping Wan Joonyoung Cho C. Zhang 83 7 0 30 Jan 2024
Data-Driven Neural Polar Codes for Unknown Channels With and Without Memory Ziv Aharoni Bashar Huleihel Henry D. Pfister Haim Permuter 125 2 0 06 Sep 2023
ProductAE: Toward Deep Learning Driven Error-Correction Codes of Large Dimensions Mohammadreza Jamali Hamid Saber Homayoon Hatami J. Bae 76 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 72 12 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 73 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 85 39 0 29 Aug 2021
Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding Siyu Liao Chunhua Deng Miao Yin Bo Yuan AI4TS 58 7 0 08 Feb 2021
DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback David Burth Kurka Deniz Gündüz 109 313 0 25 Nov 2019