Exploring machine learning to hardware implementations for large data rate x-ray instrumentation

MM Rahimifar, Q Wingering… - Machine Learning …, 2023 - iopscience.iop.org
Over the past decade, innovations in radiation and photonic detectors considerably
improved their resolution, pixel density, sensitivity, and sampling rate, which all contribute to …

rule4ml: An open-source tool for resource utilization and latency estimation for ML models on FPGA

MM Rahimifar, H Ezzaoui Rahali… - Machine Learning …, 2025 - iopscience.iop.org
Abstract Implementing Machine Learning (ML) models on Field-Programmable Gate Arrays
(FPGAs) is becoming increasingly popular across various domains as a low-latency and low …

Event-based x-ray imager with ghosting-free scintillator film

A Zhang, J Pang, H Wu, Q Tan, Z Zheng, L Xu, J Tang… - Optica, 2024 - opg.optica.org
Dynamic x-ray imagers have undergone extensive study due to their wide-ranging
applications. However, as frame rates and resolutions increase, the accompanying growth in …