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First prototype of a silicon tracker using an artificial retina for fast track finding

We report on the R\&D for a first prototype of a silicon tracker based on an alternative approach for fast track finding. The working principle is inspired from neurobiology, in particular by the processing of visual images by the brain as it happens in nature. It is based on extensive paralleli...

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Detalles Bibliográficos
Autores principales: Neri, N., Abba, A., Caponio, F., Citterio, M., Coelli, S., Fu, J., Geraci, A., Monti, M., Petruzzo, M., Bedeschi, F., Marino, P., Morello, M.J., Piucci, A., Punzi, G., Spinella, F., Stracka, S., Walsh, J., Ristori, L., Tonelli, D.
Lenguaje:eng
Publicado: SISSA 2014
Materias:
Acceso en línea:https://dx.doi.org/10.22323/1.213.0199
http://cds.cern.ch/record/1755363
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author Neri, N.
Abba, A.
Caponio, F.
Citterio, M.
Coelli, S.
Fu, J.
Geraci, A.
Monti, M.
Petruzzo, M.
Bedeschi, F.
Marino, P.
Morello, M.J.
Piucci, A.
Punzi, G.
Spinella, F.
Stracka, S.
Walsh, J.
Ristori, L.
Tonelli, D.
author_facet Neri, N.
Abba, A.
Caponio, F.
Citterio, M.
Coelli, S.
Fu, J.
Geraci, A.
Monti, M.
Petruzzo, M.
Bedeschi, F.
Marino, P.
Morello, M.J.
Piucci, A.
Punzi, G.
Spinella, F.
Stracka, S.
Walsh, J.
Ristori, L.
Tonelli, D.
author_sort Neri, N.
collection CERN
description We report on the R\&D for a first prototype of a silicon tracker based on an alternative approach for fast track finding. The working principle is inspired from neurobiology, in particular by the processing of visual images by the brain as it happens in nature. It is based on extensive parallelisation of data distribution and pattern recognition. In this work we present the design of a practical device that consists of a telescope based on single-sided silicon detectors; we describe the data acquisition system and the implementation of the track finding algorithms using available digital logic of commercial FPGA devices. Tracking performance and trigger capabilities of the device are discussed along with perspectives for future applications.
id cern-1755363
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2014
publisher SISSA
record_format invenio
spelling cern-17553632023-03-12T04:08:37Zdoi:10.22323/1.213.0199http://cds.cern.ch/record/1755363engNeri, N.Abba, A.Caponio, F.Citterio, M.Coelli, S.Fu, J.Geraci, A.Monti, M.Petruzzo, M.Bedeschi, F.Marino, P.Morello, M.J.Piucci, A.Punzi, G.Spinella, F.Stracka, S.Walsh, J.Ristori, L.Tonelli, D.First prototype of a silicon tracker using an artificial retina for fast track findingDetectors and Experimental TechniquesWe report on the R\&D for a first prototype of a silicon tracker based on an alternative approach for fast track finding. The working principle is inspired from neurobiology, in particular by the processing of visual images by the brain as it happens in nature. It is based on extensive parallelisation of data distribution and pattern recognition. In this work we present the design of a practical device that consists of a telescope based on single-sided silicon detectors; we describe the data acquisition system and the implementation of the track finding algorithms using available digital logic of commercial FPGA devices. Tracking performance and trigger capabilities of the device are discussed along with perspectives for future applications.We report on the R\&D for a first prototype of a silicon tracker based on an alternative approach for fast track finding. The working principle is inspired from neurobiology, in particular by the processing of visual images by the brain as it happens in nature. It is based on extensive parallelisation of data distribution and pattern recognition. In this work we present the design of a practical device that consists of a telescope based on single-sided silicon detectors; we describe the data acquisition system and the implementation of the track finding algorithms using available digital logic of commercial FPGA devices. Tracking performance and trigger capabilities of the device are discussed along with perspectives for future applications.SISSAarXiv:1409.3466POS(TIPP2014)199oai:cds.cern.ch:17553632014-09-11
spellingShingle Detectors and Experimental Techniques
Neri, N.
Abba, A.
Caponio, F.
Citterio, M.
Coelli, S.
Fu, J.
Geraci, A.
Monti, M.
Petruzzo, M.
Bedeschi, F.
Marino, P.
Morello, M.J.
Piucci, A.
Punzi, G.
Spinella, F.
Stracka, S.
Walsh, J.
Ristori, L.
Tonelli, D.
First prototype of a silicon tracker using an artificial retina for fast track finding
title First prototype of a silicon tracker using an artificial retina for fast track finding
title_full First prototype of a silicon tracker using an artificial retina for fast track finding
title_fullStr First prototype of a silicon tracker using an artificial retina for fast track finding
title_full_unstemmed First prototype of a silicon tracker using an artificial retina for fast track finding
title_short First prototype of a silicon tracker using an artificial retina for fast track finding
title_sort first prototype of a silicon tracker using an artificial retina for fast track finding
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.22323/1.213.0199
http://cds.cern.ch/record/1755363
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