Search Results for author: Federico Fontana

Found 4 papers, 3 papers with code

Machine Learning in Space: Surveying the Robustness of on-board ML models to Radiation

1 code implementation4 May 2024 Kevin Lange, Federico Fontana, Francesco Rossi, Mattia Varile, Giovanni Apruzzese

We provide factual evidence that prior work did not thoroughly examine the impact of natural hazards on ML models meant for spacecraft.

Cloud Detection

Training binary neural networks without floating point precision

no code implementations19 Oct 2023 Federico Fontana

The main goal of this work is to improve the efficiency of training binary neural networks, which are low latency and low energy networks.

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