117 citations · 283 across the 17 of their papers we have counts for
20 papers
PQuantML: A Tool for End-to-End Hardware-aware Model Compression
Roope Niemi, Anastasiia Petrovych, Arghya Ranjan Das +9
PQuantML is a new open-source, hardware-aware neural network model compression library tailored to end-to-end workflows. Motivated by the need to deploy performant models to enviro…
AIE4ML: An End-to-End Framework for Compiling Neural Networks for the Next Generation of AMD AI Engines
Dimitrios Danopoulos, Enrico Lupi, Chang Sun +4
Efficient AI inference on AMD's Versal AI Engine (AIE) is challenging due to tightly coupled VLIW execution, explicit datapaths, and local memory management. Prior work focused on…
TelePix2: Full scale fast region of interest trigger and timing for the EUDET-style telescopes at the DESY II Test Beam Facility
Lennart Huth, Heiko Augustin, Lucas Dittmann +15
With increasing demands by future and current upgrades of particle physics experiments on rate capabilities and time resolution, the requirements on test beams are also increasing.…
Intel Stratix 10 FPGA design for track reconstruction for the ATLAS experiment at the HL-LHC
A. Camplani, S. Dittmeier, A. Annovi +22
The fast reconstruction of charged particle tracks with high efficiency and track quality is an essential part of the online data selection for the ATLAS experiment at the High-Lum…
TelePix -- A fast region of interest trigger and timing layer for the EUDET Telescopes
Heiko Augustin, Sebastian Dittmeier, Jan Hammerich +8
Test beam facilities are essential to study the response of novel detectors to particles. At the DESY II Test Beam facility, users can test their detectors with an electron beam wi…
Upgrading the Beam Telescopes at the DESY II Test Beam Facility
H. Augustin, R. Diener, S. Dittmeier +14
The DESY II Test Beam Facility is a key infrastructure for modern high energy physics detector development, providing particles with a small momentum spread in a range from 1 to 6…