Development of ML FPGA Filter for Particle Identification and Tracking in Real Time - Barbosa, F.; Belfore, L.; Branson, N.; Dickover, C.; Fanelli, C.; Furletov, D.; Furletov, S.; Jokhovets, L.; Lawrence, D.; Romanov, D. (IEEE transactions on nuclear science, 2023)
Keywords: Algorithms; Data processing; Detectors; Field programmable gate array (FPGA); Field programmable gate arrays; Fitting; FPGA; GEMTRD; Graph neural networks; HLS4ML; Ionization; Latency; Machine learning; machine learning (ML); neural network; Particle physics; Pattern recognition; Physics; PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; Radiation detectors; Real time; Recurrent neural networks; Tracking; transition radiation detector (TRD) based on GEM technology (GEMTRD)