Ghielmetti, Nicolò

1. Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml
   2022/05/16 by Ghielmetti, Nicolò, Loncar, Vladimir, Pierini, Maurizio +8 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware
   2025/12/01 by J. F. Schulte, Schulte, Jan-Frederik, Benjamin Ramhorst +102 · 2 voices · 4 citations
   Computer Science · #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #High Energy Physics - Experiment (hep-ex) #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Parallel Computing and Optimization Techniques
3. Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark
   2022/06/23 by Hendrik Borras, Giuseppe Di Guglielmo, Borras, Hendrik +33 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Neural Networks and Applications #Image Processing Techniques and Applications