@ARTICLE{
author={Jiang Zhixing,Yin Dennis,Chen Yihui,Khoda Elham E,Hauck Scott,Hsu Shih Chieh,Govorkova Ekaterina,Harris Philip,Loncar Vladimir,Moreno Eric A},
year={2025},
title={Low latency transformer inference on FPGAs for physics applications with hls4ml},
journal={JOURNAL OF INSTRUMENTATION},
volume={20},
number={4},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Tsoi Ho Fung,Loncar Vladimir,Dasu Sridhara,Harris Philip},
year={2025},
title={SymbolNet: neural symbolic regression with adaptive dynamic pruning for compression},
journal={MACHINE LEARNING-SCIENCE AND TECHNOLOGY},
volume={6},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Tsoi Ho Fung,Pol Adrian Alan,Loncar Vladimir,Govorkova Ekaterina,Cranmer Miles,Dasu Sridhara,Elmer Peter,Harris Philip,Ojalvo Isobel,Pierini Maurizio},
year={2024},
title={Symbolic Regression on FPGAs for Fast Machine Learning Inference},
journal={26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS, CHEP 2023},
volume={295},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@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},
}