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FPGA-accelerated Binary Neural Networks as a surrogate model for a viscoplastic constitutive law in impulsively loaded beams2025 Mechanics Research Communications article Computer Science Advanced Neural Network Applications Open access
Vasileios Polydoras, Saurabh Balkrishna Tandale, Rutwik Gulakala, Marcus Stoffel
2citations -
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 -
Speed Records in Network Flow Measurement on FPGA2021 International Conference on Field Programmable Logic and Applications (FPL) conference-paper Computer Science Network Packet Processing and Optimization Open access
Arish Sateesan, Jo Vliegen, Simon Scherrer, Hsu‐Chun Hsiao, Adrian Perrig, Nele Mentens
12citations -
FPGA-based Acceleration of Lidar Point Cloud Processing and Detection on the Edge2023 IEEE Intelligent Vehicles Symposium conference-paper Computer Science Embedded Systems Design Techniques cited by 1 patent
Cecilia Latotzke, Amarin Kloeker, Simon Schoening, Mazen Slimi, Lutz Eckstein, Tobias Gemmeke
8citations -
ANDROMEDA: An FPGA Based RISC-V MPSoC Exploration Framework2021 International Conference on VLSI Design and International Conference on Embedded Systems (VLSID) conference-paper Computer Science Embedded Systems Design Techniques Open access
Farhad Merchant, Dominik Šišejković, Lennart M. Reimann, Kirthihan Yasotharan, Thomas Grass, Rainer Leupers
6citations -
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 -
Introduction to the Special Issue on FPGA-based Embedded Systems for Industrial and IoT Applications2024 ACM Transactions on Reconfigurable Technology and Systems editorial Computer Science Embedded Systems Design Techniques Open access
Satwant Singh, Yun Liang, Yao Chen, Nele Mentens, Raymond X. Nijssen
1citations -
Trusted Configuration in Cloud FPGAs2021 IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM) conference-paper Computer Science Security and Verification in Computing
Shaza Zeitouni, Jo Vliegen, Tommaso Frassetto, Dirk Koch, Ahmad‐Reza Sadeghi, Nele Mentens
30citations -
A Digital Twin Network for Computational Neuroscience Simulators: Exploring Network Architectures for Acceleration of Biological Neural Network Simulations2citations