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cs.IT2021
List Autoencoder: Towards Deep Learning Based Reliable Transmission Over Noisy Channels
Hamid Saber, Homayoon Hatami, Jung Hyun Bae
In this paper, we present list autoencoder (listAE) to mimic list decoding used in classical coding theory. With listAE, the decoder network outputs a list of decoded message word…
cs.IT2021
ProductAE: Towards Training Larger Channel Codes based on Neural Product Codes
Mohammad Vahid Jamali, Hamid Saber, Homayoon Hatami +1
There have been significant research activities in recent years to automate the design of channel encoders and decoders via deep learning. Due the dimensionality challenge in chann…