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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

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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

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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

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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

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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

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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

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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

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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

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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

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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