30 May 2022 to 1 June 2022
Catania
Europe/Brussels timezone

Cats and Dogs vs Gamma and Hadrons

1 Jun 2022, 17:31
3m
Catania

Catania

Il Principe Hotel Via Alessi, 24, 95124 Catania CT, Italy
Poster Presentation Poster Session Day 3.2

Speaker

Francesco Visconti (Istituto Nazionale di Astrofisica (INAF))

Description

A simple Convolutional Neural Network architecture suitable for cats and dogs classification can discriminate gammas from hadrons on Montacarlo data for a single ASTRI telescope, much better than classic methods based on Hillas parameters.

Main Topic Classification and regression
Secondary Topic Deep learning
Participation mode In person

Primary author

Francesco Visconti (Istituto Nazionale di Astrofisica (INAF))

Presentation materials