Autoencoders on FPGAs for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider

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Authors: Govorkova, Ekaterina; Puljak, Ema; Aarrestad, Thea; James, Thomas; Loncar, Vladimir; Pierini, Maurizio; Pol, Adrian Alan; Ghielmetti, Nicolò; Graczyk, Maksymilian; Summers, Sioni; Ngadiuba, Jennifer; Nguyen, Thong Q.; Duarte, Javier; Wu, Zhenbin

Journal title: Nature Machine Intelligence

Journal publisher: Nature Research

Published year: 2022

DOI identifier: 10.48550/arxiv.2108.03986

ISSN: 2522-5839