Vaselli Francesco,Sun Chang,Aarrestad Thea,Danopoulos Dimitrios,Oskari Niemi Roope,Mikolaj Glowacki Maciej,Govorkova Katya,Loncar Vladimir,Pantaleo Felice,Pierini Maurizio (2026) It's not a FAD: first demonstration of flows for unsupervised anomaly detection at 40 MHz for use at the Large Hadron Collider, MACHINE LEARNING-SCIENCE AND TECHNOLOGY, vol. 7, br. 2, str. - (Article) 

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Ghielmetti Nicolo,Loncar Vladimir,Pierini Maurizio,Roed Marcel,Summers Sioni,Aarrestad Thea,Petersson Christoffer,Linander Hampus,Ngadiuba Jennifer,Lin Kelvin,Harris Philip (2022) Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml, MACHINE LEARNING-SCIENCE AND TECHNOLOGY, vol. 3, br. 4, str. - (Article) 

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Coelho Claudionor N Jr,Kuusela Aki,Li Shan,Zhuang Hao,Ngadiuba Jennifer,Aarrestad Thea Klaeboe,Loncar Vladimir,Pierini Maurizio,Pol Adrian Alan,Summers Sioni (2021) Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors, NATURE MACHINE INTELLIGENCE, vol. 3, br. 8, str. 675-+ (Article) 

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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 (2020) Fast inference of Boosted Decision Trees in FPGAs for particle physics, JOURNAL OF INSTRUMENTATION, vol. 15, br. 5, str. - (Article)