Papers matching “neural network optimization” 93
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Smaller generalization error derived for a deep residual neural network compared with shallow networks2022 IMA Journal of Numerical Analysis article Computer Science Stochastic Gradient Optimization Techniques Open access
Aku Kammonen, Jonas Kiessling, Petr Plecháč, Mattias Sandberg, Anders Szepessy, Raul F. Tempone
4citations -
Increasing the prediction quality of artificial neural network–based optimisation approaches for the sheet moulding compound compression moulding process by means of targeted expansion of training data2024 The International Journal of Advanced Manufacturing Technology article Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Christian Hopmann, Marie Hadenfeldt, Jonas Neuhaus, Dominik Foerges
3citations -
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers2022 Parallel Computing article Computer Science Parallel Computing and Optimization Techniques Open access
Jari Pronold, Jakob Jordan, Brian J. N. Wylie, Itaru Kitayama, Markus Diesmann, Susanne Kunkel
27citations -
A recurrent neural network architecture to model physical activity energy expenditure in older people2022 Data Mining and Knowledge Discovery article Computer Science Context-Aware Activity Recognition Systems Open access
Stylianos Paraschiakos, Cláudio Rebelo de Sá, Jeremiah Okai, P. Eline Slagboom, Marian Beekman, Arno Knobbe
31citations -
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 -
Distributed hybrid quantum-classical performance prediction for hyperparameter optimization2024 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Eric Wulff, Juan Pablo García Amboage, Marcel Aach, Þorsteinn Elí Gíslason, Thorsteinn Kristinn Ingolfsson, Tomas Kristinn Ingolfsson, +6 more
4citations -
Scalable construction of spiking neural networks using up to thousands of GPUs2026 Neuromorphic Computing and Engineering article Computer Science Parallel Computing and Optimization Techniques Open access
Bruno Golosio, Gianmarco Tiddia, José Villamar, L. Pontisso, Luca Sergi, Francesco Simula, +7 more
0citations -
Expediting hit-to-lead progression in drug discovery through reaction prediction and multi-dimensional optimization2025 Nature Communications article Computer Science Computational Drug Discovery Methods Open access
David F. Nippa, Kenneth Atz, Yannick Stenzhorn, Alex T. Müller, Andreas Tosstorff, Jörg Benz, +17 more
7citations -
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers2021 Information and Inference A Journal of the IMA article Computer Science Stochastic Gradient Optimization Techniques Open access
Bubacarr Bah, Holger Rauhut, Ulrich Terstiege, Michael Westdickenberg
29citations -
NAS-AMR: Neural Architecture Search-Based Automatic Modulation Recognition for Integrated Sensing and Communication Systems2022 IEEE Transactions on Cognitive Communications and Networking article Computer Science Wireless Signal Modulation Classification
Xixi Zhang, Haitao Zhao, Hongbo Zhu, Bamidele Adebisi, Guan Gui, Haris Gacanin, +1 more
115citations -
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 -
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 -
Hybrid quantum ResNet for car classification and its hyperparameter optimization2023 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access
Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Romanovich Perelshtein, +2 more
42citations