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Papers matching “nonlinear weights” 10

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Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs
2025 Scientific Reports article Computer Science Quantum Computing Algorithms and Architecture Open access

Norbert Hosters, Matthias Möller

14

citations
Statistical temporal pattern extraction by neuronal architecture
2023 Physical Review Research article Computer Science Neural Networks and Applications Open access

Sandra Nestler, Moritz Helias, Matthieu Gilson

1

citations
Filtering Methods for Coupled Inverse Problems
2023 SIAM Journal on Applied Dynamical Systems article Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

Michaël Herty, Elisa Iacomini

2

citations
Scalable orthogonal delay-division multiplexed OEO artificial neural network trained for TI-ADC equalization
2023 Photonics Research article Computer Science Neural Networks and Reservoir Computing

Andrea Zazzi, Arka Dipta Das, Lukas Hüssen, Renato Negra, Jeremy Witzens

6

citations
Scalable orthogonal delay-division multiplexed OEO artificial neural network trained for TI-ADC equalization
2023 RWTH Publications (RWTH Aachen) article Computer Science Neural Networks and Reservoir Computing Open access

Andrea Zazzi, Arka Dipta Das

0

citations
Decomposing neural networks as mappings of correlation functions
2022 Physical Review Research article Computer Science Neural Networks and Applications Open access

Kirsten Fischer, Alexandre René, Christian Keup, Moritz Layer, David Dahmen, Moritz Helias

12

citations
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
2024 SIAM Journal on Scientific Computing article Computer Science Neural Networks and Applications

Danimir T. Doncevic, Alexander Mitsos, Y. P. Guo, Qianxiao Li, Felix Dietrich, Manuel Dahmen, +1 more

9

citations
Rational Spectral Filters with Optimal Convergence Rate
2021 SIAM Journal on Scientific Computing article Computer Science Matrix Theory and Algorithms Open access

Konrad Kollnig, Paolo Bientinesi, Edoardo Di Napoli

2

citations
Two-step and explosive synchronization in frequency-weighted Kuramoto model
2024 Physica D Nonlinear Phenomena article Computer Science Nonlinear Dynamics and Pattern Formation Open access

Sara Ameli, Keivan Aghababaei Samani

6

citations
Self-adaptive physics-informed quantum machine learning for solving differential equations
2024 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Rasul Abdusalamov, Felix Motzoi

11

citations

10 results