2021

Sommer, Lukas (2021):
Programming Heterogeneous Systems with General and Domain-Specific Frameworks. (Publisher's Version)
Darmstadt, Technische Universität,
DOI: 10.26083/tuprints-00019772,
[Ph.D. Thesis]

2020

Sommer, Lukas ; Weber, Lukas ; Kumm, Martin ; Koch, Andreas (2020):
Comparison of Arithmetic Number Formats for Inference in Sum-Product Networks on FPGAs.
2020 IEEE 28th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM), virtual Conference, 03.-06. May, [Conference or Workshop Item]

2019

Weber, Lukas ; Sommer, Lukas ; Oppermann, Julian ; Molina, Alejandro ; Kersting, Kristian ; Koch, Andreas (2019):
Resource-Efficient Logarithmic Number Scale Arithmetic for SPN Inference on FPGAs.
International Conference on Field-Programmable Technology (FPT), Tianjin, China, 09.-13. Dec., [Conference or Workshop Item]

Oppermann, Julian ; Sommer, Lukas ; Weber, Lukas ; Reuter-Oppermann, Melanie ; Koch, Andreas ; Sinnen, Oliver (2019):
SkyCastle: A Resource-Aware Multi-Loop Scheduler for High-Level Synthesis.
Tianjin, International Conference on Field-Programmable Technology (FPT), Tianjin, China, 09.-13. Dec., [Conference or Workshop Item]

Ober, Micha ; Hofmann, Jaco ; Sommer, Lukas ; Weber, Lukas ; Koch, Andreas (2019):
High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud.
pp. 26-33, 2019 IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing (H2RC), Denver, USA, 17.11.2019, ISBN 978-1-7281-5999-7,
DOI: 10.1109/H2RC49586.2019.00009,
[Conference or Workshop Item]

Sommer, Lukas ; Stock, Florian-Wolfgang ; Solis-Vasquez, Leonardo ; Koch, Andreas
Forschungsvereinigung Automobieltechnik (ed.) (2019):
EPHoS: Evaluation of Programming Models for Heterogeneous Systems.
In: FAT-Schriftenreihe, 317, Forschungsvereinigung Automobiltechnik, e-ISSN 21927863,
[Report]

2018

Sommer, Lukas ; Oppermann, Julian ; Molina, Alejandro ; Binnig, Carsten ; Kersting, Kristian ; Koch, Andreas (2018):
Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-based Accelerators.
36th International Conference on Computer Design (ICCD), Orlando, USA, 07.-10. Oct., 2018, DOI: 10.1109/ICCD.2018.00060,
[Conference or Workshop Item]