Papers matching “neural network generalization” 71
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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 -
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 -
An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression2021 IEEE Journal on Selected Areas in Communications article Computer Science Wireless Signal Modulation Classification
Yu Wang, Guan Gui, Haris Gacanin, Tomoaki Otsuki Ohtsuki, Octavia A. Dobre, H. Vincent Poor
300citations -
Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction2022 RWTH Publications (RWTH Aachen) article Computer Science Computational Drug Discovery Methods Open access
Artur M. Schweidtmann, Jan G. Rittig, Jana M. Weber, Martin Grohe, Manuel Dahmen, Kai O. Leonhard, +1 more
3citations -
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco
15citations -
MiniFool: Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks2026 The European Physical Journal C article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, Oliver Janik, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, +4 more
0citations