DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Using the automata processor for fast pattern recognition in high energy physics experiments. A proof of concept

Journal Article · · Nuclear Instruments and Methods in Physics Research. Section A, Accelerators, Spectrometers, Detectors and Associated Equipment

Here, we explore the Micron Automata Processor (AP) as a suitable commodity technology that can address the growing computational needs of pattern recognition in High Energy Physics (HEP) experiments. A toy detector model is developed for which an electron track confirmation trigger based on the Micron AP serves as a test case. Although primarily meant for high speed text-based searches, we demonstrate a proof of concept for the use of the Micron AP in a HEP trigger application.

Research Organization:
Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)
Sponsoring Organization:
USDOE Office of Science (SC), High Energy Physics (HEP); USDOE
Grant/Contract Number:
AC02-07CH11359; De-AC02-07CH11359
OSTI ID:
1297825
Alternate ID(s):
OSTI ID: 1397706
Report Number(s):
FERMILAB-PUB-16-013-CD; arXiv:1602.08524; 1424830
Journal Information:
Nuclear Instruments and Methods in Physics Research. Section A, Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 832, Issue C; ISSN 0168-9002
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (15)

The use of multiwire proportional counters to select and localize charged particles book July 1995
The use of multiwire proportional counters to select and localize charged particles journal July 1968
Leakage current: Moore's law meets static power journal December 2003
An Efficient and Scalable Semiconductor Architecture for Parallel Automata Processing journal December 2014
Association Rule Mining with the Micron Automata Processor conference May 2015
Brill tagging on the Micron Automata Processor
  • Zhou, Keira; Fox, Jeffrey J.; Wang, Ke
  • 2015 IEEE International Conference on Semantic Computing (ICSC), Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing (IEEE ICSC 2015) https://doi.org/10.1109/ICOSC.2015.7050812
conference February 2015
Finding Motifs in Biological Sequences Using the Micron Automata Processor
  • Roy, Indranil; Aluru, Srinivas
  • 2014 IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2014 IEEE 28th International Parallel and Distributed Processing Symposium https://doi.org/10.1109/IPDPS.2014.51
conference May 2014
CMS Technical Design Report for the Pixel Detector Upgrade report September 2012
PYTHIA 6.4 physics and manual journal May 2006
Study of the underlying event at forward rapidity in pp collisions at $ \sqrt{s}=0.9,2.76,\;\mathrm{and}\;7\;\mathrm{TeV} $ journal April 2013
VLSI structures for track finding
  • Dell'Orso, Mauro; Ristori, Luciano
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 278, Issue 2 https://doi.org/10.1016/0168-9002(89)90862-0
journal June 1989
A VLSI Processor for Fast Track Finding Based on Content Addressable Memories journal August 2006
A new variable-resolution Associative Memory for high energy physics conference June 2011
Level-1 pixel based tracking trigger algorithm for LHC upgrade journal October 2015
Next generation Associative Memory devices for the FTK tracking processor of the ATLAS experiment conference October 2013