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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 Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science   Scopus  
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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 Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science   Scopus  
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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 Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science  
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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 Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science   Scopus  
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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 Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science  
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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 Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science   Scopus  
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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 Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science   Scopus  
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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 Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science   Scopus  
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Naslov OpenMP GNU and Intel Fortran programs for solving the time-dependent Gross-Pitaevskii equation (Article)
Autori Young-S Luis E Muruganandam Paulsamy Adhikari Sadhan K Loncar Vladimir Vudragovic Dusan  Balaz Antun  
Info COMPUTER PHYSICS COMMUNICATIONS, (2017), vol. 220 br. , str. 503-506
Projekat Ministry of Education, Science, and Technological Development of the Republic of Serbia [ON171017, 11143007]; Science and Engineering Research Board, Department of Science and Technology, Government of India [EMR/2014/000644]; CNPq of Brazil [303280/2014-
Ispravka Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science   Scopus  
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Naslov OpenMP, OpenMP/MPI, and CUDA/MPI C programs for solving the time-dependent dipolar Gross-Pitaevskii equation (Article)
Autori Loncar Vladimir Young-S Luis E Skrbic Srdjan M Muruganandam Paulsamy Adhikari Sadhan K Balaz Antun  
Info COMPUTER PHYSICS COMMUNICATIONS, (2016), vol. 209 br. , str. 190-196
Projekat Ministry of Education, Science, and Technological Development of the Republic of Serbia [ON171017, 0I1611005, III43007]; SCOPES project [IZ74Z0-160453]; FAPESP of Brazil [2012/21871-7, 2014/16363-8, 2012/00451-0]; Science and Engineering Research Board, D
Ispravka Web of Science   Članak   Elečas   Rang časopisa   Citati: Web of Science   Scopus  
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