publ-2023.bib
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@inproceedings{bittner:2023b,
author = {Matthias Bittner and Sanaa Hobeichi and Muhammad
Zawish and Samo Diatta and Remigious Ozioko and
Sharon Xu and Axel Jantsch },
title = {An {LSTM}-based Downscaling Framework for {Australian}
Precipitation Projections },
key = {eml,cdl,ict},
booktitle = {NeurIPS 2023 Workshop: Tackling Climate Change with
Machine Learning at the Conference on Neural
Information Processing Systems },
year = 2023,
address = {December},
url = {http://jantsch.se/AxelJantsch/papers/2023/MatthiasBittner-CCAI-NeurIPS.pdf}
}
@inproceedings{bittner:2023a,
author = {Matthias Bittner and Daniel Hauer and Christian
Stippel and Katharina Scheucher and Robin Sudhoff
and Axel Jantsch },
title = {Forecasting Critical Overloads based on
Heterogeneous Smart Grid Simulation },
key = {eml,cdl,ict},
booktitle = { Proceedings of the International Conference on
Machine Learning and Applications (ICMLA},
year = 2023,
month = {December},
address = {Jacksonville, Florida, USA},
organization = {IEEE and AMLA},
url = {http://jantsch.se/AxelJantsch/papers/2023/MatthiasBittner-ICMLA.pdf}
}
@inproceedings{schnoell:2023a,
author = {Daniel Schn\"{o}ll and Matthias Wess and Matthias Bittner and Maximilian G\"{o}tzinger and Axel Jantsch },
title = {Fast, Quantization Aware {DNN} Training for Efficient {HW} Implementation},
key = {cdl,ict,eml},
booktitle = { Proceedings of the 26th Euromicro Conference on Digital System Design (DSD)},
year = 2023,
month = {September},
address = {Durres, Albania},
url = {http://jantsch.se/AxelJantsch/papers/2023/DanielSchnoell-DSD.pdf}
}
@inproceedings{breuss:2023a,
author = {David Breuss and Maximilian G\"{o}tzinger and Jenny Vuong and Clemens Reisner and Axel Jantsch },
title = { {VADAR:} A Vision-based Anomaly Detection Algorithm for Railroads},
key = {cdl,ict,eml},
booktitle = {Proceedings of the 26th Euromicro Conference on
Digital System Design (DSD)},
year = 2023,
month = {September},
address = {Durres, Albania},
url = {http://jantsch.se/AxelJantsch/papers/2023/DavidBreuss-DSD.pdf}
}
@inproceedings{wess:2023a,
author = {Matthias Wess and Dominik Dallinger and Daniel
Schn\"{o}ll and Matthias Bittner and Maximilian
G\"{o}tzinger and Axel Jantsch },
title = {Energy Profiling of {DNN} Accelerators},
key = {cdl,ict,eml},
booktitle = {Proceedings of the 26th Euromicro Conference on
Digital System Design (DSD)},
year = 2023,
month = {September},
address = {Durres, Albania},
url = {http://jantsch.se/AxelJantsch/papers/2023/MatthiasWess-DSD.pdf}
}
@inproceedings{saqib:2023a,
author = { Eiraj Saqib and Isaac S\'{a}nchez Leal and Irida
Shallari and Axel Jantsch and Silvia Krug and
Mattias O'Nils },
title = { Optimizing the {IoT} Performance: A Case Study on
Pruning a Distributed {CNN} },
booktitle = {Proceedings of the IEEE Sensors Applications Symposium (SAS) },
year = 2023,
key = {eml},
url = {http://jantsch.se/AxelJantsch/papers/2023/EirajSaqib-SAS.pdf}
}
@inproceedings{leal:2023a,
author = { Isaac S\'{a}nchez Leal and Eiraj Saqib and Irida Shallari and
Axel Jantsch and Silvia Krug and Mattias O'Nils },
title = {Waist Tightening of {CNNs}: A Case study on Tiny YOLOv3 for Distributed IoT Implementations},
key = {eml},
booktitle = {Proceedings of the Real-time And intelliGent Edge
computing workshop (RAGE) },
year = 2023,
month = {May},
address = {San Antonio, Texas},
url = {http://jantsch.se/AxelJantsch/papers/2023/IsaacSanchezLeal-RAGE.pdf
}
}
@incollection{kolisnyk:2023a,
author = {Maryna Kolisnyk and Axel Jantsch and Tanja Zseby and
Vyacheslav Kharchenko},
title = {Markov Model of {PLC} Availability Considering
Cyber-Attacks in Industrial {IoT}},
booktitle = {Reliability Engineering and Computational
Intelligence for Complex Systems},
publisher = {Springer},
year = 2023,
editor = {Coen van Gulijk and Elena Zaitseva and Miroslav
Kvassay},
volume = 496,
series = {Studies in Systems, Decision and Contro},
pages = {61--78},
address = {Leiden, The Netherlands},
doi = {10.1007/978-3-031-40997-4 },
url = { https://doi.org/10.1007/978-3-031-40997-4}
}
@inproceedings{esterle:2023a,
author = { Lukas Esterle and Nikil Dutt and Christian Gruhl
and Peter R. Lewis and Lucio Marcenaro and Carlo
Regazzoni and Axel Jantsch },
title = { Self-awareness in Cyber-Physical Systems: Recent
Developments and Open Challenges},
key = { selfaware },
booktitle = { Design, Automation {\&} Test in Europe
Conference {\&} Exhibition ({DATE}) },
year = 2023,
url = {http://jantsch.se/AxelJantsch/papers/2023/LukasEsterle-DATE.pdf}
}
@inproceedings{kotrba:2023a,
author = {Thomas Kotrba and Martin Lechner and Omair Sarwar
and Axel Jantsch },
title = {Multispectral Feature Fusion for Deep Object
Detection on Embedded {Nvidia} Platforms },
key = {cdl,ict,eml},
booktitle = { Design, Automation {\&} Test in Europe Conference
{\&} Exhibition ({DATE}) },
year = 2023,
month = {April},
address = {Antwerp, Belgium},
url = {http://jantsch.se/AxelJantsch/papers/2023/ThomasKotrba-DATE.pdf}
}
@incollection{wendt:2023a,
author = { Alexander Wendt and Horst Possegger and Matthias
Bittner and Daniel Schn\"{o}ll and Matthias Wess and
Du\v{s}an Mali\'{c} and Horst Bischof and Axel
Jantsch },
title = { A Pedestrian Detection Case Study for a Traffic
Light Controller },
booktitle = { Embedded Machine Learning for Cyber-Physical, IoT,
and Edge Computing - Software Optimizations and
Hardware/Software Codesign },
key = {eml,cdl,ict},
publisher = {Springer},
year = 2023,
editor = {Sudeep Pasricha and Muhammad Shafique},
pages = {75--96},
doi = {10.1007/978-3-031-39932-9},
url = {https://link.springer.com/chapter/10.1007/978-3-031-39932-9_4}
}
@book{jantsch:2023a,
author = {Axel Jantsch},
title = {Taking {AIMS} at Digital Design - Analysis,
Improvement, Modeling, and Synthesis},
publisher = {Springer},
year = 2023,
month = {May},
doi = {10.1007/978-3-031-35605-6},
url = {https://link.springer.com/book/10.1007/978-3-031-35605-6}
}