Autori: Pierini Maurizio
| Naslov | Symbolic Regression on FPGAs for Fast Machine Learning Inference (Proceedings Paper) |
| Autori | Tsoi Ho Fung Pol Adrian Alan Loncar Vladimir Govorkova Ekaterina Cranmer Miles Dasu Sridhara Elmer Peter Harris Philip Ojalvo Isobel Pierini Maurizio |
| Info | 26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS, CHEP 2023, (2024), vol. 295 br. , str. - |
| Projekat | U.S. Department of Energy [DE-SC0017647]; Eric and Wendy Schmidt Transformative Technology Fund [A3D3, NSF 2117997]; European Research Council (ERC) under the European Union [772369] |
| Ispravka | ISI/Web of Science Članak Elečas |
| Naslov | Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml (Article) |
| Autori | Ghielmetti Nicolo Loncar Vladimir Pierini Maurizio Roed Marcel Summers Sioni Aarrestad Thea Petersson Christoffer Linander Hampus Ngadiuba Jennifer Lin Kelvin Harris Philip |
| Info | MACHINE LEARNING-SCIENCE AND TECHNOLOGY, (2022), vol. 3 br. 4, str. - |
| Projekat | European Research Council (ERC) [772369, 966696] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | Lightweight jet reconstruction and identification as an object detection task (Article) |
| Autori | Pol Adrian Alan Aarrestad Thea Govorkova Ekaterina Halily Roi Klempner Anat Kopetz Tal Loncar Vladimir Ngadiuba Jennifer Pierini Maurizio Sirkin Olya Summers Sioni |
| Info | MACHINE LEARNING-SCIENCE AND TECHNOLOGY, (2022), vol. 3 br. 2, str. - |
| Projekat | European Research Council (ERC) under the European Union [772369]; CEVA under the CERN Knowledge Transfer Group |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider (Article) |
| Autori | Govorkova Ekaterina Puljak Ema Aarrestad Thea James Thomas Loncar Vladimir Pierini Maurizio Pol Adrian Alan Ghielmetti Nicolo Graczyk Maksymilian Summers Sioni Ngadiuba Jennifer Nguyen Thong Q Duarte Javier Wu Zhenbin |
| Info | NATURE MACHINE INTELLIGENCE, (2022), vol. 4 br. 2, str. 154-+ |
| Projekat | European Research Council (ERC) under the European UnionEuropean Research Council (ERC) [772369]; ERC-POC programme [996696] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science |
| Naslov | Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors (Article) |
| Autori | Coelho Claudionor N Jr Kuusela Aki Li Shan Zhuang Hao Ngadiuba Jennifer Aarrestad Thea Klaeboe Loncar Vladimir Pierini Maurizio Pol Adrian Alan Summers Sioni |
| Info | NATURE MACHINE INTELLIGENCE, (2021), vol. 3 br. 8, str. 675-+ |
| Projekat | European Research Council (ERC) [772369]; Zenseact under the CERN Knowledge Transfer Group; CEVA under the CERN Knowledge Transfer Group |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | Generative Adversarial Networks for fast simulation (Proceedings Paper) |
| Autori | Carminati Federico Khattak Gulrukh Loncar Vladimir Nguyen Thong Q Pierini Maurizio Da Rocha Ricardo Brito Samaras-Tsakiris Konstantinos Vallecorsa Sofia Vlimant Jean-Roch |
| Info | 19TH INTERNATIONAL WORKSHOP ON ADVANCED COMPUTING AND ANALYSIS TECHNIQUES IN PHYSICS RESEARCH, (2020), vol. 1525 br. , str. - |
| Ispravka | ISI/Web of Science Članak Elečas Citati: ISI/Web of Science Scopus |
| Naslov | Fast inference of Boosted Decision Trees in FPGAs for particle physics (Article) |
| Autori | Summers Sioni Di Guglielmo Giuseppe Duarte J Harris P Hoang D Jindariani S Kreinar E Loncar Vladimir Ngadiuba Jennifer Pierini Maurizio Rankin D Tran N Wu Z |
| Info | JOURNAL OF INSTRUMENTATION, (2020), vol. 15 br. 5, str. - |
| Projekat | European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programEuropean Research Council (ERC) [772369]; Fermi Research Alliance, LLC; U.S. Department of Energy, Office of Science, Office of High Energy PhysicsUnite |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
