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eess.SP2020
A PDD Decoder for Binary Linear Codes With Neural Check Polytope Projection
Yi Wei, Ming-Min Zhao, Min-Jian Zhao +1
Linear Programming (LP) is an important decoding technique for binary linear codes. However, the advantages of LP decoding, such as low error floor and strong theoretical guarantee…
cs.IT2020★ 3 cited
ADMM-based Decoder for Binary Linear Codes Aided by Deep Learning
Yi Wei, Ming-Min Zhao, Min-Jian Zhao +1
Inspired by the recent advances in deep learning (DL), this work presents a deep neural network aided decoding algorithm for binary linear codes. Based on the concept of deep unfol…