Turbo Autoencoder: Deep learning based channel codes for point-to-point
communication channels

Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels

8 November 2019

Himanshu Asnani

Pramod Viswanath

Papers citing "Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels"

11 / 11 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 24 1 0 20 Dec 2022
Concatenated Classic and Neural (CCN) Codes: ConcatenatedAE Onur Gunlu Rick Fritschek Rafael F. Schaefer 19 3 0 04 Sep 2022
Hybrid Neural Coded Modulation: Design and Training Methods S. Lim Jiyong Han Wonjong Noh Yujae Song Sang-Woon Jeon 16 5 0 04 Feb 2022
ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes Mohammad Vahid Jamali Hamid Saber Homayoon Hatami J. Bae 8 29 0 09 Oct 2021
Cyclically Equivariant Neural Decoders for Cyclic Codes Xiangyu Chen Min Ye 17 21 0 12 May 2021
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels Songyan Xue Yi Ma N. Yi 11 8 0 04 May 2021
Robust Adversarial Attacks Against DNN-Based Wireless Communication Systems Alireza Bahramali Milad Nasr Amir Houmansadr Dennis Goeckel Don Towsley AAML 32 53 0 01 Feb 2021
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