3 papers
cs.LG2025
Neural Network Acceleration on MPSoC board: Integrating SLAC's SNL, Rogue Software and Auto-SNL
Hamza Ezzaoui Rahali, Abhilasha Dave, Larry Ruckman +4
The LCLS-II Free Electron Laser (FEL) will generate X-ray pulses for beamline experiments at rates of up to 1~MHz, with detectors producing data throughputs exceeding 1 TB/s. Manag…
cs.LG2024
rule4ml: An Open-Source Tool for Resource Utilization and Latency Estimation for ML Models on FPGA
Mohammad Mehdi Rahimifar, Hamza Ezzaoui Rahali, Audrey C. Therrien
Implementing Machine Learning (ML) models on Field-Programmable Gate Arrays (FPGAs) is becoming increasingly popular across various domains as a low-latency and low-power solution…
physics.med-ph2023
Time-of-Flight X-ray Measurements for Computed Tomography
Gaëtan Lemaire, Romain Espagnet, Julien Rossignol +6
Time-of-flight (ToF) measurements is a possible alternative to anti-scatter grids in computed tomography (CT). Simulations have shown a possible 75% reduction in the detrimental sc…