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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 -
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