Biswadip Maity, Bryan Donyanavard, Anmol Prakash Surhonne, Amir Rahmani, Andreas Herkersdorf, Nikil Dutt
SEAMS: Self-Optimizing Runtime Manager for Approximate Memory Hierarchies
ACM Transactions on Embedded Computing Systems (TECS)
2021

Kilian Holzinger, Henning Stubbe, Franz Biersack, Angela Gonzalez Mariño, Abdoul Kane, Francisco Lluis Fons, Zhang Haigang, Thomas Wild, Andreas Herkersdorf, Georg Carle
Poster: Precise Real-Time Monitoring of Time-Critical Flows
The 17th International Conference on emerging Networking EXperiments and Technologies (CoNEXT ’21)
2021

Max Koenen, Nguyen Anh Vu Doan, Thomas Wild, and Andreas Herkersdorf
Protection switching schemes and mapping strategies for fail-operational hard real-time NoCs
Microprocessors and Microsystems
2021
87

Manoj Rohit Vemparala, Nael Fasfous, Lukas Frickenstein, Alexander Frickenstein, Anmol Singh, Driton Salihu, Christian Unger, Naveen-Shankar Nagaraja, Walter Stechele
Hardware-Aware Mixed-Precision Neural Networks using In-Train Quantization
British Machine Vision Conference (BMVC)
2021

Simon Conrady, Arne Kreddig, Manu Manuel, Nguyen Anh Vu Doan, Walter Stechele
Model-based design space exploration for FPGA-based image processing applications employing parameterizable approximations
Microprocessors and Microsystems
2021
104386

Arne Kreddig, Simon Conrady, Manu Manuel, Walter Stechele
A Framework for Hardware-Accelerated Design Space Exploration for Approximate Computing on FPGA
2021 24th Euromicro Conference on Digital System Design (DSD)
IEEE
2021

Oliver Lenke, Richard Petri, Thomas Wild, Andreas Herkersdorf
PEPERONI: Pre-Estimating the Performance of Near-Memory Integration
MEMSYS'21: The International Symposium on Memory Systems
2021

Akshay Srivatsa, Nael Fasfous, Nguyen Anh Vu Doan, Sebastian Nagel, Thomas Wild, Andreas Herkersdorf
Exploring a Hybrid Voting-based Eviction Policy for Caches and Sparse Directories on Manycore Architectures
Microprocessors and Microsystems
2021

Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Emanuele Valpreda, Driton Salihu, Nguyen Anh Vu Doan, Christian Unger, Naveen Shankar Nagaraja, Maurizio Martina, Walter Stechele
HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology
ACM Transactions on Embedded Computing Systems (TECS)
2021

Manoj Vemparala, Anmol Singh, Ahmed Mzid, Nael Fasfous, Alexander Frickenstein, Florian Mirus, Hans-Joerg Voegel, Naveen-Shankar Nagaraja, Walter Stechele
Pruning CNNs for LiDAR-based Perception in Resource Constrained Environments
IEEE Intelligent Vehicles Symposium Workshops (IV Workshops)
2021