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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 -
Automated design of error-resilient and hardware-efficient deep neural networks2020 Neural Computing and Applications article Computer Science Advanced Neural Network Applications Open access cited by 2 patents
Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
40citations -
SPArch: A Hardware-oriented Sketch-based Architecture for High-speed Network Flow Measurements2024 ACM Transactions on Privacy and Security article Computer Science Network Packet Processing and Optimization Open access
Arish Sateesan, Jo Vliegen, Simon Scherrer, Hsu‐Chun Hsiao, Adrian Perrig, Nele Mentens
3citations -
It's Getting Hot in Here: Hardware Security Implications of Thermal Crosstalk on ReRAMs2024 IEEE Transactions on Reliability article Computer Science Security and Verification in Computing
Felix Staudigl, Hazem Al Indari, Hsin-Yu Chen, Dominik Šišejković, Jan Moritz Joseph, Vikas Rana, +3 more
7citations -
QS4D: Quantization‐Aware Training for Efficient Hardware Deployment of Structured State‐Space Sequential Models2026 Advanced Intelligent Systems article Computer Science Advanced Neural Network Applications Open access
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan
1citations -
Hardware realization of neuromorphic computing with a 4–port photonic reservoir for modulation format identification2025 Neuromorphic Computing and Engineering article Computer Science Neural Networks and Reservoir Computing Open access
Enes Şeker, Rijil Thomas, Guillermo von Hünefeld, Stephan Suckow, Mahdi Kaveh, Gregor Ronniger, +6 more
3citations -
Side-channel countermeasures utilizing dynamic logic reconfiguration: Protecting AES/Rijndael and Serpent encryption in hardware2020 Microprocessors and Microsystems article Computer Science Cryptographic Implementations and Security Open access cited by 3 patents
Petr Socha, Jan Brejník, Josep Balasch, Martin Novotný, Nele Mentens
8citations -
Performance Made Visible: A Tool-Based Exploration of HPC Applications2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Parallel Computing and Optimization Techniques Open access
Krishna Sai Lakshmi Gayatri Manda, Ayushya Pare, Michael Commer, M. Errenst, Matthias Hellmann, Marc-André Hermanns, +1 more
0citations -
Performance Made Visible: A Tool-Based Exploration of HPC Applications2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Parallel Computing and Optimization Techniques Open access
Krishna Sai Lakshmi Gayatri Manda, Ayushya Pare, Michael Commer, M. Errenst, Matthias Hellmann, Marc-André Hermanns, +1 more
0citations -
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
3citations -
The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation2021 IEEE Transactions on Geoscience and Remote Sensing article Computer Science Advanced Neural Network Applications Open access cited by 1 patent
Gianluca Giuffrida, Luca Fanucci, Gabriele Meoni, Matej Batič, Léonie Buckley, Aubrey K. Dunne, +6 more
223citations -
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