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