Real time tracking with a silicon telescope prototype using the “artificial retina” algorithm

We present the first prototype of a silicon tracker using the artificial retina algorithm for fast track finding. The algorithm is inspired by the neurobiological mechanism of recognition of edges in mammals visual cortex. It is based on extensive parallelization and is implemented on commercial FPG...

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Detalles Bibliográficos
Autores principales: Abba, A, Bedeschi, F, Caponio, F, Cenci, R, Citterio, M, Coelli, S, Fu, J, Geraci, A, Grizzuti, M, Lusardi, N, Marino, P, Monti, M, Morello, M J, Neri, N, Ninci, D, Petruzzo, M, Piucci, A, Punzi, G, Ristori, L, Spinella, F, Stracka, S, Tonelli, D, Walsh, J
Lenguaje:eng
Publicado: 2016
Materias:
Detectors and Experimental Techniques
Acceso en línea:https://dx.doi.org/10.1016/j.nima.2015.11.064
http://cds.cern.ch/record/2263103
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author Abba, A
Bedeschi, F
Caponio, F
Cenci, R
Citterio, M
Coelli, S
Fu, J
Geraci, A
Grizzuti, M
Lusardi, N
Marino, P
Monti, M
Morello, M J
Neri, N
Ninci, D
Petruzzo, M
Piucci, A
Punzi, G
Ristori, L
Spinella, F
Stracka, S
Tonelli, D
Walsh, J
author_facet Abba, A
Bedeschi, F
Caponio, F
Cenci, R
Citterio, M
Coelli, S
Fu, J
Geraci, A
Grizzuti, M
Lusardi, N
Marino, P
Monti, M
Morello, M J
Neri, N
Ninci, D
Petruzzo, M
Piucci, A
Punzi, G
Ristori, L
Spinella, F
Stracka, S
Tonelli, D
Walsh, J
author_sort Abba, A
collection CERN
description We present the first prototype of a silicon tracker using the artificial retina algorithm for fast track finding. The algorithm is inspired by the neurobiological mechanism of recognition of edges in mammals visual cortex. It is based on extensive parallelization and is implemented on commercial FPGAs allowing us to reconstruct real time tracks with offline-like quality and <1μs latencies. The practical device consists of a telescope with 8 single-sided silicon strip sensors and custom DAQ boards equipped with Xilinx Kintex 7 FPGAs that perform the readout of the sensors and the track reconstruction in real time.
id oai-inspirehep.net-1458049
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
record_format invenio
spelling oai-inspirehep.net-14580492019-09-30T06:29:59Zdoi:10.1016/j.nima.2015.11.064http://cds.cern.ch/record/2263103engAbba, ABedeschi, FCaponio, FCenci, RCitterio, MCoelli, SFu, JGeraci, AGrizzuti, MLusardi, NMarino, PMonti, MMorello, M JNeri, NNinci, DPetruzzo, MPiucci, APunzi, GRistori, LSpinella, FStracka, STonelli, DWalsh, JReal time tracking with a silicon telescope prototype using the “artificial retina” algorithmDetectors and Experimental TechniquesWe present the first prototype of a silicon tracker using the artificial retina algorithm for fast track finding. The algorithm is inspired by the neurobiological mechanism of recognition of edges in mammals visual cortex. It is based on extensive parallelization and is implemented on commercial FPGAs allowing us to reconstruct real time tracks with offline-like quality and <1μs latencies. The practical device consists of a telescope with 8 single-sided silicon strip sensors and custom DAQ boards equipped with Xilinx Kintex 7 FPGAs that perform the readout of the sensors and the track reconstruction in real time.oai:inspirehep.net:14580492016
spellingShingle Detectors and Experimental Techniques
Abba, A
Bedeschi, F
Caponio, F
Cenci, R
Citterio, M
Coelli, S
Fu, J
Geraci, A
Grizzuti, M
Lusardi, N
Marino, P
Monti, M
Morello, M J
Neri, N
Ninci, D
Petruzzo, M
Piucci, A
Punzi, G
Ristori, L
Spinella, F
Stracka, S
Tonelli, D
Walsh, J
Real time tracking with a silicon telescope prototype using the “artificial retina” algorithm
title Real time tracking with a silicon telescope prototype using the “artificial retina” algorithm
title_full Real time tracking with a silicon telescope prototype using the “artificial retina” algorithm
title_fullStr Real time tracking with a silicon telescope prototype using the “artificial retina” algorithm
title_full_unstemmed Real time tracking with a silicon telescope prototype using the “artificial retina” algorithm
title_short Real time tracking with a silicon telescope prototype using the “artificial retina” algorithm
title_sort real time tracking with a silicon telescope prototype using the “artificial retina” algorithm
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.1016/j.nima.2015.11.064
http://cds.cern.ch/record/2263103
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