@article{1c43064349a14d90ba94e1563d1dca3d,
title = "Machine learning: Hit time finding with a neural network",
abstract = "At the High Energy Accelerator Research Organization (KEK) in Tsukuba, Japan, the double-sided silicon strip sub-detector of the Belle II experiment is read out by 1748 APV25 chips. FPGAs perform several calculations on the digitized signals. One of them will be {"}Hit Time Finding{"}: the determination of the time and amplitude of the signal peaks of each event in real time using pre-programmed neural networks. This work analyses the possibility, precision and reliability of these calculations depending on various parameters.",
author = "\{Belle-II SVD Collaboration\} and R. Thalmeier and H. Yin and H. Aihara and T. Aziz and S. Bacher and S. Bahinipati and E. Barberio and Ti Baroncelli and To Baroncelli and Basith, \{A. K.\} and G. Batignani and A. Bauer and Behera, \{P. K.\} and V. Bertacchi and S. Bettarini and B. Bhuyan and T. Bilka and F. Bosi and L. Bosisio and A. Bozek and F. Buchsteiner and G. Caria and G. Casarosa and M. Ceccanti and D. Cervenkov and T. Czank and N. Dash and \{de Nuccio\}, M. and Z. Dole{\v z}al and F. Forti and M. Friedl and B. Gobbo and Grimaldo, \{J. A.M.\} and K. Hara and T. Higuchi and C. Irmler and A. Ishikawa and Jeon, \{H. B.\} and C. Joo and M. Kaleta and J. Kandra and N. Kambara and Kang, \{K. H.\} and P. Kody{\v s} and T. Kohriki and S. Koike and I. Komarov and M. Kumar and R. Kumar and W. Kun",
note = "Publisher Copyright: {\textcopyright} Copyright owned by the author(s) under the terms of the Creative Commons.; 2018 Topical Workshop on Electronics for Particle Physics, TWEPP 2018 ; Conference date: 17-09-2018 Through 21-09-2018",
year = "2018",
language = "English",
volume = "343",
journal = "Proceedings of Science",
issn = "1824-8039",
publisher = "Sissa Medialab Srl",
}