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RNN Decoding of Linear Block Codes

RNN Decoding of Linear Block Codes

24 February 2017
Eliya Nachmani
Elad Marciano
D. Burshtein
Yair Be’ery
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "RNN Decoding of Linear Block Codes"

16 / 16 papers shown
A recipe of training neural network-based LDPC decoders
A recipe of training neural network-based LDPC decoders
Guangwen Li
Xiaofei Yu
269
0
0
01 May 2022
Channel model for end-to-end learning of communications systems: A
  survey
Channel model for end-to-end learning of communications systems: A survey
Ijaz Ahmad
Seokjoo Shin
184
0
0
08 Apr 2022
Robust Adversarial Attacks Against DNN-Based Wireless Communication
  Systems
Robust Adversarial Attacks Against DNN-Based Wireless Communication SystemsConference on Computer and Communications Security (CCS), 2021
Alireza Bahramali
Milad Nasr
Amir Houmansadr
Dennis Goeckel
Don Towsley
AAML
266
83
0
01 Feb 2021
AEVB-Comm: An Intelligent CommunicationSystem based on AEVBs
AEVB-Comm: An Intelligent CommunicationSystem based on AEVBs
Raghu vamshi Hemadri
Akshay Rayaluru
R. Pandya
DRL
190
2
0
19 May 2020
Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image
  Retrieval
Error-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image RetrievalIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2020
Fariborz Taherkhani
Veeru Talreja
Matthew C. Valenti
Nasser M. Nasrabadi
260
11
0
03 Apr 2020
perm2vec: Graph Permutation Selection for Decoding of Error Correction
  Codes using Self-Attention
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention
Nir Raviv
Avi Caciularu
Tomer Raviv
Jacob Goldberger
Yair Be’ery
321
9
0
06 Feb 2020
Learning to Authenticate with Deep Multibiometric Hashing and Neural
  Network Decoding
Learning to Authenticate with Deep Multibiometric Hashing and Neural Network Decoding
Veeru Talreja
Sobhan Soleymani
Matthew C. Valenti
Nasser M. Nasrabadi
235
19
0
11 Feb 2019
AI-Aided Online Adaptive OFDM Receiver: Design and Experimental Results
AI-Aided Online Adaptive OFDM Receiver: Design and Experimental Results
Peiwen Jiang
Tianqi Wang
B. Han
Xuanxuan Gao
Jing Zhang
Chao-Kai Wen
Shi Jin
Geoffrey Ye Li
271
43
0
17 Dec 2018
Learning from the Syndrome
Learning from the Syndrome
Loren Lugosch
W. Gross
192
30
0
23 Oct 2018
Learning to Detect
Learning to Detect
N. Samuel
Tzvi Diskin
A. Wiesel
342
483
0
19 May 2018
Neural Network Detection of Data Sequences in Communication Systems
Neural Network Detection of Data Sequences in Communication Systems
Nariman Farsad
Andrea J. Goldsmith
375
307
0
31 Jan 2018
Near Maximum Likelihood Decoding with Deep Learning
Near Maximum Likelihood Decoding with Deep Learning
Eliya Nachmani
Yaron Bachar
Elad Marciano
D. Burshtein
Yair Be’ery
193
26
0
08 Jan 2018
An Iterative BP-CNN Architecture for Channel Decoding
An Iterative BP-CNN Architecture for Channel Decoding
Fei Liang
Cong Shen
Feng Wu
292
257
0
18 Jul 2017
Deep Learning-Based Communication Over the Air
Deep Learning-Based Communication Over the Air
Sebastian Dörner
Sebastian Cammerer
J. Hoydis
S. Brink
386
785
0
11 Jul 2017
Deep Learning Methods for Improved Decoding of Linear Codes
Deep Learning Methods for Improved Decoding of Linear Codes
Eliya Nachmani
Elad Marciano
Loren Lugosch
W. Gross
D. Burshtein
Yair Be’ery
311
536
0
21 Jun 2017
An Introduction to Deep Learning for the Physical Layer
An Introduction to Deep Learning for the Physical LayerIEEE Transactions on Cognitive Communications and Networking (TCCN), 2017
Tim O'Shea
J. Hoydis
AI4CE
483
2,507
0
02 Feb 2017
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