IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning to Decode LDPC Codes with Finite-Alphabet Message Passing

2018 Information Theory and Applications Workshop (ITA)

Author(s): Bane Vasic ; Xin Xiao ; Shu Lin
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 February 2018
Conference Location: San Diego, CA, USA
Conference Date: 11 February 2018
Page(s): 1 - 9
ISBN (Electronic): 978-1-7281-0124-8
DOI: 10.1109/ITA.2018.8503199
Regular:

In this paper, we discuss the perspectives of utilizing deep neural networks (DNN) to decode Low-Density Parity Check (LDPC) codes. The main idea is to build a neural network to learn and optimize... View More

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