Papers matching “neural network acceleration” 162
Not finding it? Sign in to also search OpenAlex live.
-
A Digital Twin Network for Computational Neuroscience Simulators: Exploring Network Architectures for Acceleration of Biological Neural Network Simulations2citations
-
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 -
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 -
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 -
Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster2022 Frontiers in Neuroinformatics article Engineering Advanced Memory and Neural Computing Open access
Gianmarco Tiddia, Bruno Golosio, Jasper Albers, Johanna Senk, Francesco Simula, Jari Pronold, +4 more
17citations -
FPGA-accelerated Binary Neural Networks as a surrogate model for a viscoplastic constitutive law in impulsively loaded beams2025 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access
Vasileios Polydoras, Saurabh Balkrishna Tandale, Rutwik Gulakala, Marcus Stoffel
2citations -
X-Fault: Impact of Faults on Binary Neural Networks in Memristor-Crossbar Arrays with Logic-in-Memory Computation2022 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) conference-paper Engineering Advanced Memory and Neural Computing
Felix Staudigl, Karl J. X. Sturm, Maximilian Bartel, Thorben Fetz, Dominik Šišejković, Jan Moritz Joseph, +2 more
10citations -
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 -
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices2023 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access
Bruno Golosio, José Villamar, Gianmarco Tiddia, Elena Pastorelli, Jonas Stapmanns, Viviana Fanti, +3 more
0citations