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20102025
most citedFast inference of deep neural networks in FPGAs for particle physics

438 citations · 3.8k across the 51 of their papers we have counts for

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Showing 2017Show all

5 papers · 1 filter

physics.ins-det2017★ 1 cited

Performance Study of the First 2D Prototype of Vertically Integrated Pattern Recognition Associative Memory (VIPRAM)

Gregory Deptuch, James Hoff, Sergo Jindariani +6

Extremely fast pattern recognition capabilities are necessary to find and fit billions of tracks at the hardware trigger level produced every second anticipated at high luminosity…

hep-ph2017★ 20 cited

The importance of calorimetry for highly-boosted jet substructure

Evan Coleman, Marat Freytsis, Andreas Hinzmann +4

Jet substructure techniques are playing an essential role in exploring the TeV scale at the Large Hadron Collider (LHC), since they facilitate the efficient reconstruction and iden…

hep-ph2017★ 179 cited

US Cosmic Visions: New Ideas in Dark Matter 2017: Community Report

Marco Battaglieri, Alberto Belloni, Aaron Chou +248

This white paper summarizes the workshop "U.S. Cosmic Visions: New Ideas in Dark Matter" held at University of Maryland on March 23-25, 2017.

physics.ins-det2017★ 8 cited

Test Beam Performance Measurements for the Phase I Upgrade of the CMS Pixel Detector

M. Dragicevic, M. Friedl, J. Hrubec +481

A new pixel detector for the CMS experiment was built in order to cope with the instantaneous luminosities anticipated for the Phase~I Upgrade of the LHC. The new CMS pixel detecto…

cs.DC2017★ 11 cited

Big Data in HEP: A comprehensive use case study

Oliver Gutsche, Matteo Cremonesi, Peter Elmer +7

Experimental Particle Physics has been at the forefront of analyzing the worlds largest datasets for decades. The HEP community was the first to develop suitable software and compu…