SIRA: Scaled-Integer Range Analysis for Optimizing FPGA Dataflow Neural Network Accelerators
Y. Umuroglu, C. Berganski, F. Jentzsch, M. Danilowicz, T. Kryjak, C. Bezaitis, M. Sjalander, I. Colbert, T. Preusser, J. Petri-Koenig, M. Blott, ACM Transactions on Reconfigurable Technology and Systems (n.d.).

Heuristic &amp; Expert-Guided Buffer Sizing for Neural Network Inference Applications on FPGAs
L. Stasytis, F. Jentzsch, T. Preusser, Y. Umuroglu, J. Petri-Koenig, Z. István, in: 2025 International Conference on Field Programmable Technology (ICFPT), IEEE, 2026.

Empirical QoR Estimation Flow for Fast Design Space Exploration of DNN Dataflow Accelerators
F. Jentzsch, M. Platzner, in: 2025 International Conference on Field Programmable Technology (ICFPT), IEEE, 2026.

Deep&amp;Wide: Achieving Area Efficiency in Scalable Approximate Accelerators
F. Jalil, M. Awais, Q.A. Ahmed, H.G. Mohammadi, T. Jungeblut, M. Platzner, in: 2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), IEEE, 2025.

A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation
A.H. Hadipour, A. Jafari, M. Awais, M. Platzner, in: 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2025.

Design Space Exploration for Approximate Circuits via Checkpointing and DNN-Based Estimators
M. Awais, H.G. Mohammadi, M. Platzner, IEEE Transactions on Very Large Scale Integration (VLSI) Systems 33 (2025) 2395–2405.

A Two-Stage Approximation Methodology for Efficient DNN Hardware Implementation
A.H. Hadipour, A. Jafari, M. Awais, M. Platzner, in: 2025 IEEE 28th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2025.

Design and Integration of Intra-Process Communication for ROS 2 into ReconROS
P. Bengaluru Amarnath, Design and Integration of Intra-Process Communication for ROS 2 into ReconROS, Paderborn University, 2025.

Post-configuration Activation of Hardware Trojans in FPGAs
Q.A. Ahmed, T. Wiersema, M. Platzner, Journal of Hardware and Systems Security (2024).

DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing
M. Awais, H. Ghasemzadeh Mohammadi, M. Platzner, in: To Apear in IEEE ISVLSI 2024, 2024.

Controlling I/O Devices from Hardware-Mapped ReconROS Nodes
M. Hartinger, Controlling I/O Devices from Hardware-Mapped ReconROS Nodes, Paderborn University, 2024.

FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers
C. Berganski, F. Jentzsch, M. Platzner, M. Kuhmichel, H. Giefers, in: 2024.

Exploring Custom FPGA Accelerators for DNN-based RF Fingerprinting
L.-S. Henke, Exploring Custom FPGA Accelerators for DNN-Based RF Fingerprinting, 2024.

XCS for Self-awareness in Autonomous Computing Systems
T. Hansmeier, XCS for Self-Awareness in Autonomous Computing Systems, 2023.

AutonomROS: A ReconROS-based Autonomous Driving Unit
C. Lienen, M. Brede, D. Karger, K. Koch, D. Logan, J. Mazur, A.P. Nowosad, A. Schnelle, M. Waizy, M. Platzner, in: 2023 Seventh IEEE International Conference on Robotic Computing (IRC), IEEE, 2023.

On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconO
L. Clausing, Z. Guetattfi, P. Kaufmann, C. Lienen, M. Platzner, in: Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC), 2023.

Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms
C. Lienen, A.P. Nowosad, M. Platzner, in: Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI), n.d.

fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications
C. Lienen, S.H. Middeke, M. Platzner, in:  Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.

Verifying Software and Reconfigurable Hardware Services
H. Wehrheim, M. Platzner, E. Bodden, P. Schubert, F. Pauck, M.-C. Jakobs, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 125–144.

Compute Centers I: Heterogeneous Execution Environments
T. Hansmeier, T. Kenter, M. Meyer, H. Riebler, M. Platzner, C. Plessl, in: C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-Services in Dynamic Markets, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 165–182.