@inproceedings{801c1d121a4f453b8fcc1ca07a4590b8,
title = "Reference Implementations for Machine Learning Application Benchmark",
abstract = "This paper presents reference implementations for a multitude of space applications from the Machine Learning Application Benchmark. Reference implementations include the respective model, its on-board hardware implementation, test scripts and final benchmarking results. In publishing these reference implementations, we make a significant contribution to the benchmark and provide more insight into the viability of on-board machine learning applications.",
keywords = "FPGA, Machine learning, benchmark, datasets, neural networks, power consumption",
author = "Andreas Koch and Gabriel Dax and Michael Petry and Harvey Gomez and Amir Raoofy and Urvij Saroliya and Max Ghiglione and Gianluca Furano and Martin Werner and Carsten Trinitis and Martin Langer",
note = "Publisher Copyright: {\textcopyright} 2023 ESA.; 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023 ; Conference date: 02-10-2023 Through 06-10-2023",
year = "2023",
doi = "10.23919/EDHPC59100.2023.10396582",
language = "English",
series = "Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
editor = "Maris Tali and Max Ghiglione",
booktitle = "Proceedings of the 2023 European Data Handling and Data Processing Conference for Space, EDHPC 2023",
}