Autori: Govorkova Ekaterina
| Naslov | Low latency transformer inference on FPGAs for physics applications with hls4ml (Article) |
| Autori | Jiang Zhixing Yin Dennis Chen Yihui Khoda Elham E Hauck Scott Hsu Shih Chieh Govorkova Ekaterina Harris Philip Loncar Vladimir Moreno Eric A |
| Info | JOURNAL OF INSTRUMENTATION, (2025), vol. 20 br. 4, str. - |
| Ispravka | Web of Science Članak Elečas Rang časopisa |
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| 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 | Web of Science Članak Elečas |
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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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