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Kaynar Hasan Furkan, Geissler Peter, Demaret Laurent, Seybold Tamaray, Stechele Walter
Non-iterative Blind Deblurring of Digital Microscope Images with Spatially Varying Blur
Conference on Medical Image Understanding and Analysis
2022
Manu Manuel, Benjamin Hien, Simon Conrady, Arne Kreddig, Nguyen Anh Vu Doan, and Walter Stechele
Region of Interest Based Non-dominated Sorting Genetic Algorithm-II: An Invite and Conquer Approach
The Genetic and Evolutionary Computation Conference (GECCO)
2022
Mark Sagi, Nguyen Anh Vu Doan, Nael Fasfous, Thomas Wild, Andreas Herkersdorf
Fine-Grained Power Modeling of Multicore Processors using FFNNs
International Journal of Parallel Programming (IJPP)
2022
Kilian Holzinger, Franz Biersack, Henning Stubbe, Angela Gonzalez Mariño, Abdoul Kane, Francesc Fons, Zhang Haigang, Thomas Wild, Andreas Herkersdorf, Georg Carle
SmartNIC-based Load Management and Network Health Monitoring for Time Sensitive Applications
IEEE/IFIP Network Operations and Management Symposium (NOMS ITAVT Workshop)
2022
Korbinian Weikl, Damien Schroeder, Walter Stechele
Potentials of combined visible light and near infrared imaging for driving automation
Electronic Imaging Conference
2022
Pierpaolo Mori, Manoj Rohit Vemparala, Nael Fasfous, Saptarshi Mitra, Sreetama Sarkar, Alexander Frickenstein, Lukas Frickenstein, Domenik Helms, Naveen Shankar Nagaraja, Walter Stechele, Claudio Passerone
Accelerating and Pruning CNNs for Semantic Segmentation on FPGA
Design Automation Conference (DAC)
2022
Manoj Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, Emanuele Valpreda, Manfredi Camalleri, Qi Zhao, Christian Unger, Naveen Shankar Nagaraja, Maurizio Martina, Walter Stechele
HW-Flow: A Multi-Abstraction Level HW-CNN Codesign Pruning Methodology
Leibniz Transactions on Embedded Systems (LITES)
2022
Nael Fasfous, Lukas Frickenstein, Michael Neumeier, Manoj Rohit Vemparala, Alexander Frickenstein, Emanuele Valpreda, Maurizio Martina, Walter Stechele
Mind the Scaling Factors: Resilience Analysis of Quantized Adversarially Robust CNNs
Design, Automation & Test in Europe Conference & Exhibition (DATE)
2022
Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Emanuele Valpreda, Driton Salihu, Julian Höfer, Anmol Singh, Naveen-Shankar Nagaraja, Hans-Joerg Voegel, Nguyen Anh Vu Doan, Maurizio Martina, Juergen Becker, Walter Stechele
AnaCoNGA: Analytical HW-CNN Co-design using Nested Genetic Algorithms
Design, Automation & Test in Europe Conference & Exhibition (DATE)
2022
Rheindt, Sven
Near-Memory Acceleration of Inter-Process Communication on Tile-Based Many-Core Architectures
2022
Dissertation
195 p.
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