Nicolò Ghielmetti

According to our database, Nicolò Ghielmetti authored at least 9 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Edge SpAIce: Deep Learning Deployment Pipeline for Onboard Data Reduction on Satellite FPGAs.

Noemi D'Abbondanza, Stylianos Tzelepis, Nicolò Ghielmetti, Ioannis Kakogeorgiou, Vanya Buchova, Konstantinos Karantzalos, Katerina Kikaki, Nicolas-Marcel Lemoine, Maurizio Pierini, Sioni Summers, Simon Vellas, François de Vieilleville, Boyan-Nikola Zafirov

Proceedings of the 2025 IEEE International Parallel and Distributed Processing Symposium, 2025

2022

Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml.

Nicolò Ghielmetti, Vladimir Loncar, Maurizio Pierini, Marcel Roed, Sioni Summers, Thea Aarrestad, Christoffer Petersson, Hampus Linander, Jennifer Ngadiuba, Kelvin Lin, Philip C. Harris

Mach. Learn. Sci. Technol., December, 2022

Event-sourced, observable software architectures: An experience report.

Francesco Alongi, Marcello M. Bersani, Nicolò Ghielmetti, Raffaela Mirandola, Damian A. Tamburri

Softw. Pract. Exp., 2022

Author Correction: Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider.

Ekaterina Govorkova, Ema Puljak, Thea Aarrestad, Thomas James, Vladimir Loncar, Maurizio Pierini, Adrian Alan Pol, Nicolò Ghielmetti, Maksymilian Graczyk, Sioni Summers, Jennifer Ngadiuba, Thong Q. Nguyen, Javier M. Duarte, Zhenbin Wu

Nat. Mach. Intell., 2022

Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider.

Ekaterina Govorkova, Ema Puljak, Thea Aarrestad, Thomas James, Vladimir Loncar, Maurizio Pierini, Adrian Alan Pol, Nicolò Ghielmetti, Maksymilian Graczyk, Sioni Summers, Jennifer Ngadiuba, Thong Q. Nguyen, Javier M. Duarte, Zhenbin Wu

Nat. Mach. Intell., 2022

Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark.

Hendrik Borras, Giuseppe Di Guglielmo, Javier M. Duarte, Nicolò Ghielmetti, Benjamin Hawks, Scott Hauck, Shih-Chieh Hsu, Ryan Kastner, Jason Liang, Andres Meza, Jules Muhizi, Tai Nguyen, Rushil Roy, Nhan Tran, Yaman Umuroglu, Olivia Weng, Aidan Yokuda, Michaela Blott

CoRR, 2022

2021

Fast convolutional neural networks on FPGAs with hls4ml.

Thea Aarrestad, Vladimir Loncar, Nicolò Ghielmetti, Maurizio Pierini, Sioni Summers, Jennifer Ngadiuba, Christoffer Petersson, Hampus Linander, Yutaro Iiyama, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Dylan S. Rankin, Sergo Jindariani, Kevin Pedro, Nhan Tran, Mia Liu, Edward Kreinar, Zhenbin Wu, Duc Hoang

Mach. Learn. Sci. Technol., 2021

De-specializing an HLS library for Deep Neural Networks: improvements upon hls4ml.

Serena Curzel, Nicolò Ghielmetti, Michele Fiorito, Fabrizio Ferrandi

CoRR, 2021

2020

Tiny Neural Networks for Environmental Predictions: An Integrated Approach with Miosix.

Francesco Alongi, Nicolò Ghielmetti, Danilo Pau, Federico Terraneo, William Fornaciari

Proceedings of the IEEE International Conference on Smart Computing, 2020