@ARTICLE{
author={Ghielmetti Nicolo,Loncar Vladimir,Pierini Maurizio,Roed Marcel,Summers Sioni,Aarrestad Thea,Petersson Christoffer,Linander Hampus,Ngadiuba Jennifer,Lin Kelvin,Harris Philip},
year={2022},
title={Real-time semantic segmentation on FPGAs for autonomous vehicles with hls4ml},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={3},
number={4},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Pol Adrian Alan,Aarrestad Thea,Govorkova Ekaterina,Halily Roi,Klempner Anat,Kopetz Tal,Loncar Vladimir,Ngadiuba Jennifer,Pierini Maurizio,Sirkin Olya,Summers Sioni},
year={2022},
title={Lightweight jet reconstruction and identification as an object detection task},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={3},
number={2},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={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},
year={2022},
title={Autoencoders on field-programmable gate arrays for real-time, unsupervised new physics detection at 40 MHz at the Large Hadron Collider},
journal={NATURE MACHINE INTELLIGENCE},
volume={4},
number={2},
pages={154-+},
document_type={Article},
} 

@ARTICLE{
author={Coelho Claudionor N Jr,Kuusela Aki,Li Shan,Zhuang Hao,Ngadiuba Jennifer,Aarrestad Thea Klaeboe,Loncar Vladimir,Pierini Maurizio,Pol Adrian Alan,Summers Sioni},
year={2021},
title={Automatic heterogeneous quantization of deep neural networks for low-latency inference on the edge for particle detectors},
journal={NATURE MACHINE INTELLIGENCE},
volume={3},
number={8},
pages={675-+},
document_type={Article},
} 

@ARTICLE{
author={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},
year={2020},
title={Fast inference of Boosted Decision Trees in FPGAs for particle physics},
journal={JOURNAL OF INSTRUMENTATION},
volume={15},
number={5},
pages={-},
document_type={Article},
}