Jakoba Petri-Koenig

According to our database, Jakoba Petri-Koenig authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

SIRA: Scaled-Integer Range Analysis for Optimizing FPGA Dataflow Neural Network Accelerators.

Yaman Umuroglu, Christoph Berganski, Felix Jentzsch, Michal Danilowicz, Tomasz Kryjak, Charalampos Bezaitis, Magnus Själander, Ian Colbert, Thomas B. Preußer, Jakoba Petri-Koenig, Michaela Blott

ACM Trans. Reconfigurable Technol. Syst., June, 2026

2025

FINN-GL: Generalized Mixed-Precision Extensions for FPGA-Accelerated LSTMS.

Shashwat Khandelwal, Jakoba Petri-Koenig, Thomas B. Preußer, Michaela Blott, Shanker Shreejith

Proceedings of the 35th International Conference on Field-Programmable Logic and Applications, 2025

2024

A2Q+: Improving Accumulator-Aware Weight Quantization.

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig, Yaman Umuroglu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance.

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig

CoRR, 2023

OctoRay: Framework for Scalable FPGA Cluster Acceleration of Python Big Data Applications.

Zaid Al-Ars, Jakoba Petri-Koenig, Joost Hoozemans, Luc Dierick, H. Peter Hofstee

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance.

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Elastic-DF: Scaling Performance of DNN Inference in FPGA Clouds through Automatic Partitioning.

Tobias Alonso, Lucian Petrica, Mario Ruiz, Jakoba Petri-Koenig, Yaman Umuroglu, Ioannis Stamelos, Elias Koromilas, Michaela Blott, Kees A. Vissers

ACM Trans. Reconfigurable Technol. Syst., 2022