Comparison_MI_GAN

Master Thesis compairing Communicationsystems Baised on GAN, Wasserstein GAN and on Mutual Information

Baised on: "Deep Learning for Channel Coding via Neural Mutual Information Estimation" by Rick Fritschek, Rafael F. Schaefer and Gerhard Wunder https://github.com/Fritschek/Wireless_encoding_with_MI_estimation

"Wasserstein GAN" by Martin Arjovsky1, Soumith Chintala, and L ́eon Bottou

"An Introduction to Deep Learning for the Physical Layer" by Timothy O’Shea , Senior Member, IEEE, and Jakob Hoydis, Member, IEEE

Name		Name	Last commit message	Last commit date
Latest commit History 37 Commits
Communication_Autoencoder_with_WGAN_PL_alternating_Training.ipynb		Communication_Autoencoder_with_WGAN_PL_alternating_Training.ipynb
Communication_Autoencoder_with_WGAN_alternating_Training.ipynb		Communication_Autoencoder_with_WGAN_alternating_Training.ipynb
Communication_Autoencoder_with_WGAN_and_pre_Autoencoder.ipynb		Communication_Autoencoder_with_WGAN_and_pre_Autoencoder.ipynb
Compaire.ipynb		Compaire.ipynb
Copy_of_Compaire.ipynb		Copy_of_Compaire.ipynb
README.md		README.md
WGAN_Channel_Estimation.ipynb		WGAN_Channel_Estimation.ipynb

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