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Conferences > SPPCom > 2022 > SpTu1J > SpTu1J.3

Neural Network Based Black-box Estimator of Mutual Information

Tobias A. Eriksson, Diego Villafani, Henrik Åhlfeldt, and Laurent Schmalen

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Abstract

We show that neural networks with softmax outputs are capable of estimating a lower bound on the mutual information of memoryless communication channels without prior knowledge of the channel properties.

© 2022 The Author(s)

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