Tim Hotfilter
- Member of Research Staff
- group: Prof. Becker
- room: R127
CS 30.10 - phone: +49 721 608-45288
- hotfilterWma0∂kit edu
Engesserstr. 5
76131 Karlsruhe
M. Sc. Tim Hotfilter
Lebenslauf
- Geboren im Juni 1993
- Bachelorstudium der Elektro- und Informationstechnik am KIT
- Abschluss im Mai 2015
- Thema der Abschlussarbeit: „Konzept und Aufbau eines Steuergerätes auf Basis einer heterogenen Multicore-Architektur“
- Masterstudium der Elektro- und Informationstechnik am KIT
- Abschluss im Juli 2018
- Praktikum bei Xilinx Inc. (09.2016 – 03.2017): Mitarbeit an der Architektur der Intelligent Engines des Xilinx ACAPs (Vorgestellt Ende 2018)
- Thema der Abschlussarbeit: “Design and implementation of a concept for remote I/O peripheral access after dynamic migration”
- Wissenschaftlicher Mitarbeiter am ITIV seit Oktober 2018
Forschungsinteressen
- Hardwarebeschleunigung im Bereich des maschinellen Lernens
- High Performance Computing
Lehre
- Betreuung des Labors für angewandte Machine Learning Algorithmen (LAMA)
- Betreuung des Praktikums Entwurf digitaler Systeme (PES)/ Digital Hardware Design Laboratory (DHL)
Betreute abgeschlossene studentische Arbeiten
- MA: "Evaluation of Concepts for Hardware Accelerated Neural Network Training;"
- BA: "Implementierung und Evaluation von Mixed Precision Systolischen Arrays im Bereich von Convolutional Neural Networks; Implementation and Evaluation of Mixed Precision Systolic Arrays for Convolutional Neural Networks"
- BA: "Concept and Evaluation of a High Throughput Neural Network Accelerator Hardware Architecture"
- MA: "Machine Learning for Material Analysis"
Publikationen
2020
Conference Papers
QUA³CK - A Machine Learning Development Process.
Stock, S. C.; Becker, J.; Grimm, D.; Hotfilter, T.; Molinar, G.; Stang, M.; Stork, W.
2020. Proceedings of Artificial Intelligence for Science, Industry and Society — PoS(AISIS2019), 026, Scuola Internazionale Superiore di Studi Avanzati (SISSA). doi:10.22323/1.372.0026
Stock, S. C.; Becker, J.; Grimm, D.; Hotfilter, T.; Molinar, G.; Stang, M.; Stork, W.
2020. Proceedings of Artificial Intelligence for Science, Industry and Society — PoS(AISIS2019), 026, Scuola Internazionale Superiore di Studi Avanzati (SISSA). doi:10.22323/1.372.0026
Embedded Image Processing the European Way: A new platform for the future automotive market.
Hotfilter, T.; Kempf, F.; Becker, J.; Reinhardt, D.; Baili, I.
2020. 6th IEEE World Forum on Internet of Things, WF-IoT 2020, New Orleans, United States, 2 - 16 June 2020, Art.Nr. 9221396, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WF-IoT48130.2020.9221396
Hotfilter, T.; Kempf, F.; Becker, J.; Reinhardt, D.; Baili, I.
2020. 6th IEEE World Forum on Internet of Things, WF-IoT 2020, New Orleans, United States, 2 - 16 June 2020, Art.Nr. 9221396, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/WF-IoT48130.2020.9221396
2019
Journal Articles
Evaluation of a high-throughput communication link for future automotive ADAS controllers.
Yigui, L.; Youteng, S.; Schade, F.; Hotfilter, T.; Becker, J.; Yuan, Z.; Zizhou, O.; Weiming, L.
2019. Proceedings of the Institution of Mechanical Engineers / D, 233 (9), 2371–2378. doi:10.1177/0954407019851334
Yigui, L.; Youteng, S.; Schade, F.; Hotfilter, T.; Becker, J.; Yuan, Z.; Zizhou, O.; Weiming, L.
2019. Proceedings of the Institution of Mechanical Engineers / D, 233 (9), 2371–2378. doi:10.1177/0954407019851334
Presentations
The QUA³CK Machine Learning Development Process and the Laboratory for Applied Machine Learning Approaches (LAMA).
Becker, J.; Grimm, D.; Hotfilter, T.; Meier, C.; Molinar, G.; Stang, M.; Stock, S.; Stork, W.
2019, October 22. Symposium Artificial Intelligence for Science, Industry and Society (AISIS 2019), Mexico City, Mexico, October 20–December 25, 2019
Becker, J.; Grimm, D.; Hotfilter, T.; Meier, C.; Molinar, G.; Stang, M.; Stock, S.; Stork, W.
2019, October 22. Symposium Artificial Intelligence for Science, Industry and Society (AISIS 2019), Mexico City, Mexico, October 20–December 25, 2019