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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 Advanced Neural Network Applications Open access cited by 1 patent
Jure Vreča, Karl J. X. Sturm, Ernest Gungl, Farhad Merchant, Paolo Bientinesi, Rainer Leupers, +1 more
17citations -
FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?2023 ACM Transactions on Reconfigurable Technology and Systems article Engineering Advanced Memory and Neural Computing Open access
Anouar Nechi, Lukas Groth, Saleh Mulhem, Farhad Merchant, Rainer Buchty, Mladen Bereković
73citations -
High-Throughput FPGA-Based Inference of Gradient Tree Boosting Models for Position Estimation in PET Detectors2023 IEEE Transactions on Radiation and Plasma Medical Sciences article Medicine Medical Imaging Techniques and Applications Open access
Karl Krueger, Florian Mueller, Pierre Gebhardt, Bjoern Weissler, David Schug, Volkmar Schulz
17citations -
Hybrid Inference Optimization for AI-Enhanced Turbulent Boundary Layer Simulation on Heterogeneous Systems2026 JuSER Publikationsportal article Physics and Astronomy Model Reduction and Neural Networks Open access
Fabian Orland, Tom Hilgers, Fabian Hübenthal, Rakesh Sarma, Andreas Lintermann, Christian Terboven
0citations -
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Engineering Perovskite Materials and Applications Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
JAX-COSMO: An End-to-End Differentiable and GPU Accelerated Cosmology Library2023 The Open Journal of Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
J.E. Campagne, François Lanusse, Joe Zuntz, A. Boucaud, Santiago Casas, Minas Karamanis, +4 more
54citations -
JAX-COSMO: An End-to-End Differentiable and GPU Accelerated Cosmology Library2023 The Open Journal of Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
J.E. Campagne, François Lanusse, Joe Zuntz, A. Boucaud, Santiago Casas, Minas Karamanis, +4 more
1citations -
Reduced Precision Strategies for Deep Learning : A High Energy Physics Generative Adversarial Network Use Case2021 RWTH Publications (RWTH Aachen) conference-paper Physics and Astronomy Particle Detector Development and Performance Open access
Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, +2 more
12citations -
Achieving Over 10 $$\times $$ Faster Sample Generation with Conditional Denoising Diffusion2026 Lecture notes in computer science conference-paper Computer Science Image and Signal Denoising Methods
André Filipe Ferreira, Gijs Luijten, Behrus Puladi, Jens Kleesiek, Victor Alves, Jan Egger
0citations -
ConfASR: A Conformer Block Accelerator for Speech Recognition Optimized for Edge Devices2026 RWTH Publications (RWTH Aachen) article Computer Science Speech Recognition and Synthesis Open access
Malte Wabnitz, M. Nilovic, Finn Scholz, Dominik Friedrich, Christian Dominik Lanius, Jie Lou, +1 more
0citations -
Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators2026 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Parallel Computing and Optimization Techniques Open access
Jan Finkbeiner, Sebastian Siegel, Chirag Sudarshan, Yuankang Zhao, John Paul Strachan, Emre Neftci
0citations