Speaker
Fiona Ellwanger
(Karlsruhe Instiute of Technology - Institut für Astroteilchenphysik)
Description
In this contribution we study the performance of convolutional neural networks discrimination of photon induced events from the hadronic background. We use simulated showers for the SD-1500 detector. We also investigate the influence of different input information and try to understand of which information the network is making use of.
Primary author
Fiona Ellwanger
(Karlsruhe Instiute of Technology - Institut für Astroteilchenphysik)
Co-authors
Dr
Darko Veberic
(Karlsruhe Instiute of Technology - Institut für Astroteilchenphysik)
Dr
David Schmidt
(Karlsruhe Instiute of Technology - Institut für Astroteilchenphysik)
Dr
Markus Roth
(Karlsruhe Instiute of Technology - Institut für Astroteilchenphysik)
Prof.
Ralph Engel
(Karlsruhe Instiute of Technology - Institut für Astroteilchenphysik)
