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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 -
Transfer of Reinforcement Learning-Based Powertrain Controllers From Model- to Hardware-in-the-Loop2025 IEEE Transactions on Vehicular Technology article Computer Science Reinforcement Learning in Robotics
Mario Picerno, Lucas Koch, Kevin Badalian, Marius Wegener, Joschka Schaub, Charles Robert Koch, +1 more
4citations -
A Hierarchical Economic Model Predictive Controller That Exploits Look-Ahead Information of Roads to Boost Engine Performance2023 IEEE Transactions on Control Systems Technology article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Zihao Liu, Arash M. Dizqah, J.M. Herreros, Joschka Schaub, Olivier C. L. Haas
1citations -
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 -
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