Learning from the Syndrome

Published in Asilomar, 2018

Recommended citation: L. Lugosch, W. J. Gross, "Learning from the syndrome," in Asilomar Conference on Signals, Systems, and Computers, special session on "Machine Learning for Wireless Systems", Oct. 2018. https://arxiv.org/abs/1810.10902

Use a differentiable relaxation of the syndrome as the loss function for training neural network channel decoders for improved frame error rate and online unsupervised learning. (Invited paper.)