Jun Yan, Zifeng Peng, Huilin Yin, Jie Wang, Xiao Wang, Yuesong Shen, Walter Stechele, Daniel Cremers
Trajectory prediction for intelligent vehicles using spatial-attention mechanism
p. 1855 – 1863
Journal of Intelligent Transport Systems
Taylor & Francis Group
2020

Mark Sagi, Nguyen Anh Vu Doan, Martin Rapp, Thomas Wild, Jörg Henkel, Andreas Herkersdorf
A Lightweight Nonlinear Methodology to Accurately Model Multi-Core Processor Power
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
2020

Nguyen Anh Vu Doan, Manu Manuel, Simon Conrady, Arne Kreddig, Walter Stechele
Parameter Optimization of Approximate Image Processing Algorithms in FPGAs
2020 Eighth International Symposium on Computing and Networking (CANDARW)
2020

Manoj Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Mhd Ali Moraly, Aquib Jamal, Lukas Frickenstein, Christian Unger, Naveen Shankar Nagaraja, Walter Stechele
L2PF - Learning to Prune Faster
International Conference on Computer Vision & Image Processing (CVIP)
2020

Max Koenen, Nguyen Anh Vu Doan, Thomas Wild, and Andreas Herkersdorf
Exploring Task and Channel Mapping Strategies in Fail-Operational and Hard Real-Time NoCs
IEEE Nordic Circuits and Systems Conference (NorCAS 2020)
2020

Gabor Balazs, Walter Stechele
Neural Architecture Search for Automotive Grid Fusion Networks Under Embedded Hardware Constraints
IEEE International Conference On Machine Learning And Applications (ICMLA 2020)
2020

Akshay Srivatsa, Mostafa Mansour, Sven Rheindt, Dirk Gabriel, Thomas Wild, Andreas Herkersdorf
DynaCo: Dynamic Coherence Management for Tiled Manycore Architectures
International Journal of Parallel Programming
2020

Nguyen Anh Vu Doan, Akshay Srivatsa, Nael Fasfous, Sebastian Nagel, Thomas Wild, Andreas Herkersdorf
On-Chip Democracy: A Study on the Use of Voting Systems for Computer Cache Memory Management
International Conference on Industrial Engineering and Engineering Management (IEEM)
2020

Mark Sagi, Nguyen Anh Vu Doan, Nael Fasfous, Thomas Wild, Andreas Herkersdorf
Fine-Grained Power Modeling of Multicore Processors using FFNNs
International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS XX)
2020

Yong Hu, Marcel Mettler, Daniel Mueller-Gritschneder, Thomas Wild, Andreas Herkersdorf, Ulf Schlichtmann
Machine Learning Approaches for Efficient Design Space Exploration of Application-specific NoCs
ACM Transactions on Design Automation of Electronic Systems (TODAES)
2020