Learning to Communicate: Channel Auto-encoders, Domain Specific Regularizers, and Attention

23 August 2016

Papers citing "Learning to Communicate: Channel Auto-encoders, Domain Specific Regularizers, and Attention"

20 / 20 papers shown

Title
Interpreting Training Aspects of Deep-Learned Error-Correcting Codes Natasha Devroye A. Mulgund R. Shekhar Gyorgy Turán M. vZefran Y. Zhou 36 3 0 07 May 2023
CRISP: Curriculum based Sequential Neural Decoders for Polar Code Family Ashwin Hebbar Viraj Nadkarni Ashok Vardhan Makkuva S. Bhat Sewoong Oh Pramod Viswanath 32 6 0 01 Oct 2022
Deep Convolutional Learning-Aided Detector for Generalized Frequency Division Multiplexing with Index Modulation Merve Turhan Ersin Öztürk H. A. Çırpan 29 11 0 06 Feb 2022
ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms Michele Polese Leonardo Bonati Salvatore D’oro S. Basagni Tommaso Melodia 29 148 0 17 Dec 2021
ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes Mohammad Vahid Jamali Hamid Saber Homayoon Hatami J. Bae 23 29 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 26 34 0 29 Aug 2021
Signal Processing Based Deep Learning for Blind Symbol Decoding and Modulation Classification Samer S. Hanna C. Dick D. Cabric 47 38 0 19 Jun 2021
A Technical Review of Wireless security for the Internet of things: Software Defined Radio perspective José de Jesús Rugeles E. Guillén L. Cardoso 26 27 0 21 Sep 2020
AEVB-Comm: An Intelligent CommunicationSystem based on AEVBs Raghu vamshi Hemadri Akshay Rayaluru R. Pandya DRL 46 2 0 19 May 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 35 134 0 08 Nov 2019
Complexity-Scalable Neural Network Based MIMO Detection With Learnable Weight Scaling A. Mohammad C. Masouros Y. Andreopoulos 26 28 0 12 Sep 2019
Design of Communication Systems using Deep Learning: A Variational Inference Perspective Vishnu Raj Sheetal Kalyani 42 22 0 18 Apr 2019
LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks Yihan Jiang Hyeji Kim Himanshu Asnani Sreeram Kannan Sewoong Oh Pramod Viswanath 40 79 0 30 Nov 2018
Improving Massive MIMO Belief Propagation Detector with Deep Neural Network X. Tan Weihong Xu Yair Be’ery Zaichen Zhang X. You Chuan Zhang 20 33 0 02 Apr 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 50 1,306 0 12 Mar 2018
An Iterative BP-CNN Architecture for Channel Decoding Fei Liang Cong Shen Feng Wu 31 236 0 18 Jul 2017
Deep Learning-Based Communication Over the Air Sebastian Dörner Sebastian Cammerer J. Hoydis S. Brink 24 704 0 11 Jul 2017
Detection Algorithms for Communication Systems Using Deep Learning Nariman Farsad Andrea J. Goldsmith 29 135 0 22 May 2017
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,177 0 02 Feb 2017
End-to-End Radio Traffic Sequence Recognition with Deep Recurrent Neural Networks Tim O'Shea Seth D. Hitefield Johnathan Corgan AI4TS 26 42 0 03 Oct 2016