Papers matching “neural network accelerators” 68
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Estimation of Gait Mechanics Based on Simulated and Measured IMU Data Using an Artificial Neural Network2020 Frontiers in Bioengineering and Biotechnology article Health Professions Balance, Gait, and Falls Prevention Open access cited by 2 patents
Marion Mundt, Arnd Koeppe, Sina David, Tom Witter, Franz Bamer, Wolfgang Potthast, +1 more
172citations -
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 -
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 -
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 -
CosmicNet II: emulating extended cosmologies with efficient and accurate neural networks2022 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Sven Günther, Julien Lesgourgues, Georgios Samaras, Nils Schöneberg, Florian Stadtmann, Christian Fidler, +1 more
34citations -
A Flexible and Energy‐Efficient Compute‐in‐Memory Accelerator for Kolmogorov–Arnold Networks2026 Advanced Intelligent Systems article Engineering Advanced Memory and Neural Computing Open access
Chirag Sudarshan, Oliver Artner, Paul-Philipp Manea, Sebastian Siegel, Susanne Hoffmann‐Eifert, Regina Dittmann, +1 more
3citations -
Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models2022 Frontiers in Materials article Physics and Astronomy Model Reduction and Neural Networks Open access
Arnd Koeppe, Franz Bamer, Michael A. Selzer, Britta Nestler, Bernd A. Markert
41citations -
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices2023 Zenodo (CERN European Organization for Nuclear Research) article Engineering Advanced Memory and Neural Computing Open access
Bruno Golosio, José Villamar, Gianmarco Tiddia, Elena Pastorelli, Jonas Stapmanns, Viviana Fanti, +3 more
0citations