2 papers
cs.IT2024
Interpreting Deepcode, a learned feedback code
Yingyao Zhou, Natasha Devroye, Gyorgy Turan +1
Deep learning methods have recently been used to construct non-linear codes for the additive white Gaussian noise (AWGN) channel with feedback. However, there is limited understand…
cs.IT2023
Interpreting Training Aspects of Deep-Learned Error-Correcting Codes
N. Devroye, A. Mulgund, R. Shekhar +3
As new deep-learned error-correcting codes continue to be introduced, it is important to develop tools to interpret the designed codes and understand the training process. Prior wo…