May 14 – 16, 2014
University of Pennsylvania
US/Eastern timezone

Simulation and performance of an artificial retina algorithm for 40 MHz track reconstruction

May 15, 2014, 3:00 PM
30m
25' presentation + 5' for discussion

25' presentation + 5' for discussion

Oral presentation

Speaker

Pietro Marino (Sezione di Pisa (IT))

Description

We present the results of a detailed C++ simulation of the artificial retina pattern-recognition algorithm, designed to reconstruct events with hundreds of charged-particle tracks in pixel detectors at 40 MHz. The detailed geometry and charged-particle's activity of a large tracking detector are simulated and used to assess the performance of the artificial retina algorithm. We find that offline-like quality tracking is possible with sub microsecond latencies.

Primary author

Pietro Marino (Sezione di Pisa (IT))

Co-authors

A. Cusimano (Politecnico and INFN Milano (IT)) Alessio Piucci (Sezione di Pisa (IT)) Andrea Abba (Università degli Studi e INFN Milano (IT)) Diego Tonelli (CERN) Francesco Caponio (Università degli Studi e INFN Milano (IT)) Franco Spinella (Sezione di Pisa (IT)) Giovanni Punzi (Sezione di Pisa (IT)) Luciano Ristori (INFN and Fermilab) Marco Petruzzo (INFN Milano) Mauro Citterio (Università degli Studi e INFN Milano (IT)) Michael Joseph Morello (SNS and INFN-Pisa) Simone Stracka (Sezione di Pisa (IT))

Presentation materials