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Simulation and performance of an artificial retina for 40 MHz track reconstruction
We present the results of a detailed simulation of the artificial retina pattern-recognition algorithm, designed to reconstruct events with hundreds of charged-particle tracks in pixel and silicon detectors at LHCb with LHC crossing frequency of 40MHz. The detailed geometry and charged-particle acti...
| Autores principales: | , , , , , , , , , , , , , , |
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| Lenguaje: | eng |
| Publicado: |
2014
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| Materias: | |
| Acceso en línea: | https://dx.doi.org/10.1088/1748-0221/10/03/C03008 http://cds.cern.ch/record/1753630 |
| _version_ | 1780943254391357440 |
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| author | Abba, A. Bedeschi, F. Citterio, M. Caponio, F. Cusimano, A. Geraci, A. Marino, P. Morello, M.J. Neri, N. Punzi, G. Piucci, A. Ristori, L. Spinella, F. Stracka, S. Tonelli, D. |
| author_facet | Abba, A. Bedeschi, F. Citterio, M. Caponio, F. Cusimano, A. Geraci, A. Marino, P. Morello, M.J. Neri, N. Punzi, G. Piucci, A. Ristori, L. Spinella, F. Stracka, S. Tonelli, D. |
| author_sort | Abba, A. |
| collection | CERN |
| description | We present the results of a detailed simulation of the artificial retina pattern-recognition algorithm, designed to reconstruct events with hundreds of charged-particle tracks in pixel and silicon detectors at LHCb with LHC crossing frequency of 40MHz. The detailed geometry and charged-particle activity of a large tracking detector are simulated and used to assess the performance of the artificial retina algorithm. Excellent performances have been found for the retina pattern-recognition algorithm, comparable with the full LHCb reconstruction algorithm. |
| id | cern-1753630 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2014 |
| record_format | invenio |
| spelling | cern-17536302021-09-14T03:01:34Zdoi:10.1088/1748-0221/10/03/C03008http://cds.cern.ch/record/1753630engAbba, A.Bedeschi, F.Citterio, M.Caponio, F.Cusimano, A.Geraci, A.Marino, P.Morello, M.J.Neri, N.Punzi, G.Piucci, A.Ristori, L.Spinella, F.Stracka, S.Tonelli, D.Simulation and performance of an artificial retina for 40 MHz track reconstructionDetectors and Experimental TechniquesWe present the results of a detailed simulation of the artificial retina pattern-recognition algorithm, designed to reconstruct events with hundreds of charged-particle tracks in pixel and silicon detectors at LHCb with LHC crossing frequency of 40MHz. The detailed geometry and charged-particle activity of a large tracking detector are simulated and used to assess the performance of the artificial retina algorithm. Excellent performances have been found for the retina pattern-recognition algorithm, comparable with the full LHCb reconstruction algorithm.We present the results of a detailed simulation of the artificial retina pattern-recognition algorithm, designed to reconstruct events with hundreds of charged-particle tracks in pixel and silicon detectors at LHCb with LHC crossing frequency of 40 MHz. Performances of the artificial retina algorithm are assessed using the official Monte Carlo samples of the LHCb experiment. We found performances for the retina pattern-recognition algorithm comparable with the full LHCb reconstruction algorithm.We present the results of a detailed simulation of the artificial retina pattern-recognition algorithm, designed to reconstruct events with hundreds of charged-particle tracks in pixel and silicon detectors at LHCb with LHC crossing frequency of $40\,\rm MHz$. Performances of the artificial retina algorithm are assessed using the official Monte Carlo samples of the LHCb experiment. We found performances for the retina pattern-recognition algorithm comparable with the full LHCb reconstruction algorithm.arXiv:1409.0898oai:cds.cern.ch:17536302014-09-02 |
| spellingShingle | Detectors and Experimental Techniques Abba, A. Bedeschi, F. Citterio, M. Caponio, F. Cusimano, A. Geraci, A. Marino, P. Morello, M.J. Neri, N. Punzi, G. Piucci, A. Ristori, L. Spinella, F. Stracka, S. Tonelli, D. Simulation and performance of an artificial retina for 40 MHz track reconstruction |
| title | Simulation and performance of an artificial retina for 40 MHz track reconstruction |
| title_full | Simulation and performance of an artificial retina for 40 MHz track reconstruction |
| title_fullStr | Simulation and performance of an artificial retina for 40 MHz track reconstruction |
| title_full_unstemmed | Simulation and performance of an artificial retina for 40 MHz track reconstruction |
| title_short | Simulation and performance of an artificial retina for 40 MHz track reconstruction |
| title_sort | simulation and performance of an artificial retina for 40 mhz track reconstruction |
| topic | Detectors and Experimental Techniques |
| url | https://dx.doi.org/10.1088/1748-0221/10/03/C03008 http://cds.cern.ch/record/1753630 |
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