Using the Automata Processor for Fast Pattern Recognition in High Energy Physics Experiments - A Proof of Concept
classification
⚛️ physics.ins-det
hep-ex
keywords
highmicronautomataconceptenergyexperimentspatternphysics
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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.
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