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Machine learning application to space particle discrimination from multiple-cell upsets in a memory device
Poster de colloque   Open Access

Machine learning application to space particle discrimination from multiple-cell upsets in a memory device

Andrea Coronetti, Lucas Matana Luza, Sanaa Barik, Alexandre Bosser, Ruben Garcia Alia, Luigi Dilillo et Frédéric Saigné
RADECS 2022 - 22nd European Conference on Radiation and Its Effects on Components and Systems (Venice, Italy, 03/10/2022–07/10/2022)
2022

Résumé

Space environments Machine learning Particle detection LET detection Multiple-Cell-Upsets Memory
Machine learning algorithms are set-up to enable particle detection in the mixed-field space environment starting from the MCUs collected in an SRAM during ground irradiations with protons and ions.

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