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paper-simulations

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jElhamm / Deep-Learning-for-Channel-Coding-MI-Estimation

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"Simulations for the paper 'Deep Learning for Channel Coding via Neural Mutual Information Estimation' by Rick Fritschek, Rafael F. Schaefery, and Gerhard Wunder"

python encoding machine-learning deep-learning neural-network jupyter-notebook decoding ieee mutual-information training-module channel-coding model-training encoder-decoder-model mutual-information-neural-estimator paper-simulations mutual-information-estimation ieee-journal
  • Updated Aug 8, 2024
  • Jupyter Notebook

jElhamm / Article-Deep-Learning-for-the-Gaussian-Wiretap-Channel

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Simulations for the paper "Deep Learning for the Gaussian Wiretap Channel by Rick Fritschek, Rafael F. Schaefer, Gerhard Wunder"

python training deep-learning tensorflow numpy jupyter-notebook optimizer pandas scipy simulations deep-learning-papers loss wiretap encoder-decoder-model matplotlib-pyplot data-communications custom-layers paper-simulations tensorflow-keras-model sklearn-preprocessing
  • Updated Jun 20, 2024
  • Jupyter Notebook

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