Weber, Lukas ; Vinçon, Tobias ; Knödler, Christian ; Solis-Vasquez, Leonardo ; Bernhardt, Arthur ; Petrov, Ilia ; Koch, Andreas (2022)
On the necessity of explicit cross-layer data formats in near-data processing systems.
In: Distributed and Parallel Databases, 40 (1)
doi: 10.1007/s10619-021-07328-z
Artikel, Bibliographie

Heinz, Carsten ; Hofmann, Jaco ; Korinth, Jens ; Sommer, Lukas ; Weber, Lukas ; Koch, Andreas (2021)
The TaPaSCo Open-Source Toolflow: for the Automated Composition of Task-Based Parallel Reconfigurable Computing Systems.
In: Journal of Signal Processing Systems, 93 (5)
doi: 10.1007/s11265-021-01640-8
Artikel, Bibliographie

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 (03.05.2020-06.05.2020)
Konferenzveröffentlichung, Bibliographie

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 (09.12.2019-13.12.2019)
Konferenzveröffentlichung, Bibliographie

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.
International Conference on Field-Programmable Technology (FPT). Tianjin, China (09.12.2019-13.12.2019)
Konferenzveröffentlichung, Bibliographie

Ober, Micha ; Hofmann, Jaco ; Sommer, Lukas ; Weber, Lukas ; Koch, Andreas (2019)
High-Throughput Multi-Threaded Sum-Product Network Inference in the Reconfigurable Cloud.
2019 IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing (H2RC). Denver, USA (17.11.2019-17.11.2019)
doi: 10.1109/H2RC49586.2019.00009
Konferenzveröffentlichung, Bibliographie