Autori: Loncar Vladimir
| Naslov | FPGA Resource-aware Structured Pruning for Real-Time Neural Networks (Proceedings Paper) |
| Autori | Ramhorst Benjamin Loncar Vladimir Constantinides George A |
| Info | 2023 INTERNATIONAL CONFERENCE ON FIELD PROGRAMMABLE TECHNOLOGY, ICFPT, (2023), vol. br. , str. 282-283 |
| Projekat | Engineering and Physical Sciences Research Council (EPSRC) [EP/S030069/1]; NSF Institute [A3D3]; NSF [2117997] |
| Ispravka | ISI/Web of Science Članak |
| 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 | A Reconfigurable Neural Network ASIC for Detector Front-End Data Compression at the HL-LHC (Article) |
| Autori | Di Guglielmo Giuseppe ... Loncar Vladimir ... (broj koautora 18) |
| Info | IEEE TRANSACTIONS ON NUCLEAR SCIENCE, (2021), vol. 68 br. 8, str. 2179-2186 |
| Projekat | Fermi Research Alliance, LLC through the U.S. Department of Energy (DOE), Office of Science, Office of High Energy Physics [DE-AC02-07CH11359]; DOE, Office of Science, Office of High Energy Physics Early Career Research ProgramUnited States Department of |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
| Naslov | Fast convolutional neural networks on FPGAs with hls4ml (Article) |
| Autori | Aarrestad Thea Loncar Vladimir ... (broj koautora 20) |
| Info | MACHINE LEARNING-SCIENCE AND TECHNOLOGY, (2021), vol. 2 br. 4, str. - |
| Projekat | European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program [772369]; Fermi Research Alliance, LLC [DE-AC02-07CH11359]; U.S. Department of Energy (DOE), Office of Science, Office of High Energy Physics; Massachusetts Institute of Technology University; National Science Foundation [1606321, 115164]; DOE, Office of Science, Office of High Energy Physics Early Career Research program [DE-SC0021187] |
| 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 |
| Naslov | C and Fortran OpenMP programs for rotating Bose-Einstein condensates (Article) |
| Autori | Kumar Kishore R Loncar Vladimir Muruganandam Paulsamy Adhikari Sadhan K Balaz Antun |
| Info | COMPUTER PHYSICS COMMUNICATIONS, (2019), vol. 240 br. , str. 74-82 |
| Projekat | Ministry of Education, Science, and Technological Development of the Republic of Serbia [ON171017, III43007]; Council of Scientific and Industrial Research (CSIR), Govt. of India [03(1422)/18/EMR-II]; FAPESP (Brazil) [2014/01668-8, 2012/00451-0]; CNPq (Br |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa Citati: ISI/Web of Science Scopus |
