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Papers matching “neural circuit function” 7

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The Descriptive Complexity of Graph Neural Networks
2023 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Graph Theory Research Open access

Martin Grohe

4

citations
The Descriptive Complexity of Graph Neural Networks
2024 TheoretiCS article Computer Science Complexity and Algorithms in Graphs Open access

Martin Grohe

3

citations
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

13

citations
Layerwise learning for quantum neural networks
2021 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 2 patents

Andrea Skolik, Jarrod R. McClean, Masoud Mohseni, Patrick van der Smagt, Martin Leib

320

citations
Hyperparameter importance and optimization of quantum neural networks across small datasets
2023 Machine Learning article Computer Science Quantum Computing Algorithms and Architecture Open access

Charles Moussa, Yash J. Patel, Vedran Dunjko, Thomas Bäck, Jan N. van Rijn

26

citations
How to find expressible and trainable parameterized quantum circuits?
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Peter Röseler, Dennis Willsch, Kristel F. L. Michielsen

0

citations
Approximation and Generalization Capacities of Parametrized Quantum Circuits for Functions in Sobolev Spaces
2025 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

David Dechant, Jordi Tura, Vedran Dunjko

6

citations

7 results