Autori: Harris Philip
| 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 | SymbolNet: neural symbolic regression with adaptive dynamic pruning for compression (Article) |
| Autori | Tsoi Ho Fung Loncar Vladimir Dasu Sridhara Harris Philip |
| Info | MACHINE LEARNING-SCIENCE AND TECHNOLOGY, (2025), vol. 6 br. 1, str. - |
| Projekat | High Energy Physicshttp://dx.doi.org/10.13039/100006208 [DE-SC0017647]; U S Department of Energy [A3D3]; NSF Institute for Accelerated AI Algorithms for Data-Driven Discovery [PHY-2117997]; NSF [PHY-2019786]; Institute for Artificial Intelligence and Fundamental Interactions (IAIFI), under the NSF |
| 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 | 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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