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Accelerating Deep Learning Inference in Constrained Embedded Devices Using Hardware Loops and a Dot Product Unit2020 IEEE Access article Computer Science Parallel Computing and Optimization Techniques Open access cited by 1 patent
Jure Vreča, Karl J. X. Sturm, Ernest Gungl, Farhad Merchant, Paolo Bientinesi, Rainer Leupers, +1 more
17citations -
SoftFlow: Automated HW-SW Confidentiality Verification for Embedded Processors2023 RWTH Publications (RWTH Aachen) conference-paper Computer Science Security and Verification in Computing Open access
Lennart M. Reimann, Jonathan Wiesner, Dominik Šišejković, Farhad Merchant, Rainer Leupers
0citations -
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems2020 arXiv (Cornell University) preprint Computer Science Numerical Methods and Algorithms Open access
Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar
4citations -
Introducing Instruction-Accurate Simulators for Performance Estimation of Autotuning Workloads2025 Proceedings - ACM IEEE Design Automation Conference conference-paper Computer Science Parallel Computing and Optimization Techniques Open access
Rebecca Pelke, Nils Bosbach, Lennart M. Reimann, Rainer Leupers
0citations -
FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?2023 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Embedded Systems Design Techniques Open access
Anouar Nechi, Lukas Groth, Saleh Mulhem, Farhad Merchant, Rainer Buchty, Mladen Bereković
73citations -
A Survey of Recent Developments in Testability, Safety and Security of RISC-V Processors2023 Proceedings/Proceedings - European Test Workshop conference-paper Computer Science Embedded Systems Design Techniques Open access
Jens Anders, Pablo Andreu, Bernd Becker, Steffen Becker, Riccardo Cantoro, Nikolaos Ioannis Deligiannis, +13 more
17citations -
Design Space Exploration for Distributed Cyber-Physical Systems: State-of-the-art, Challenges, and Directions2022 Euromicro Conference on Digital System Design (DSD) conference-paper Computer Science Embedded Systems Design Techniques Open access
Marius Herget, Faezeh Sadat Saadatmand, Martin C. Bor, Ignacio González Alonso, Todor P. Stefanov, Benny Åkesson, +1 more
13citations -
CompDSE: A Methodology for Design Space Exploration of Computing Subsystems Within Complex Cyber‐Physical Systems2025 IET Cyber-Physical Systems Theory & Applications article Computer Science Embedded Systems Design Techniques Open access
Faezeh Sadat Saadatmand, Todor P. Stefanov, Ignacio González Alonso, Andy D. Pimentel, Benny Åkesson
0citations