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cs.IT2026
Forward-Forward Autoencoder Architectures for Energy-Efficient Wireless Communications
Daniel Seifert, Onur Günlü, Rafael F. Schaefer
The application of deep learning to the area of communications systems has been a growing field of interest in recent years. Forward-forward (FF) learning is an efficient alternati…
cs.IT2025
Modular Neural Wiretap Codes for Fading Channels
Daniel Seifert, Onur Günlü, Rafael F. Schaefer
The wiretap channel is a well-studied problem in the physical layer security literature. Although it is proven that the decoding error probability and information leakage can be ma…