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Andrea M. Tonello Andrea M. Tonello

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Tag Archives for: "mutual information"
Home / Tag “mutual information”
MIND: Optimal Mutual Information Based Neural Decoding

MIND: Optimal Mutual Information Based Neural Decoding

January 3, 2023

Optimal data detection and decoding in known channels is a well studied topic whose solution is given by the maximum a posteriori probability (MAP) criterion, which is optimal in a minimum error [...]

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Statistical Learning with Generative Models for Communications

Statistical Learning with Generative Models for Communications

September 30, 2022

Learning the statistics of physical phenomena has been a long-time research objective. The advent of machine learning methods has offered effective tools to tackle such an objective in several [...]

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Best Paper Award at ISPLC 2021

Best Paper Award at ISPLC 2021

December 5, 2021

Very honored to have received the Best Paper Award at IEEE ISPLC 2021 together with Nunzio Letizia. Very encouraging to keep working on novel neural channel capacity estimators and capacity [...]

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Dreaming to Approach Channel Capacity

Dreaming to Approach Channel Capacity

May 12, 2021

The channel capacity ! Any engineer or scientist working on communication technology is fascinated by the challenge of designing technology that allows to reliably send information at the maximum [...]

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