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Papers matching “nonlinear activation functions” 39

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Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural Networks
2024 Lecture notes in computer science conference-paper Physics and Astronomy Model Reduction and Neural Networks

Xiyue Zhang, Holger H. Hoos, Marta Kwiatkowska, Jan N. van Rijn

0

citations
Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural Networks
2024 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Xiyue Zhang, Holger H. Hoos, Marta Kwiatkowska, Jan N. van Rijn

0

citations
RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Clément Scherding, Denis Sipp, Peter J. Schmid, Taraneh Sayadi

3

citations
Learning the Constitutive Behavior of Materials via Neural Operators and Causal Attention: Case Studies in Plasticity and Damage
2026 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Rishabh Arora, Lisa Scheunemann, Tim Brepols, Shahed Rezaei

0

citations
Scalable Verification of Neural Control Barrier Functions Using Linear Bound Propagation
2025 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

0

citations
Convolutional Neural Networks as 2-D systems
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Dennis Gramlich, Patricia Pauli, Carsten W. Scherer, Frank Allgöwer, Christian Ebenbauer

3

citations
Discrete Steps towards Approximate Computing
2022 International Symposium on Quality Electronic Design (ISQED) conference-paper Engineering Low-power high-performance VLSI design

Michael Gansen, Jie Lou, Florian Freye, Tobias Gemmeke, Farhad Merchant, Albert Zeyer, +3 more

8

citations
Lipschitz constant estimation for 1D convolutional neural networks
2022 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Patricia Pauli, Dennis Gramlich, Frank Allgöwer

0

citations
Meta-learning Hybrid Spiking networks as physics-based nonlinear solvers for physical simulations
2026 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

Saurabh Balkrishna Tandale, Marcus Stoffel

1

citations
Performance Comparison of Real-Time Solver Implementations for Powertrain Nonlinear Energy Management Optimization with MPC
2020 conference-paper Engineering Electric and Hybrid Vehicle Technologies

Franz Aubeck, Vineet Kumar, Nikolce Murgovski, Stefan Pischinger

11

citations
One Stone, Two Birds: Using High Electric Fields to Enhance the Mobility and the Concentration of Point Defects in Ion-Conducting Solids
2024 Journal of the American Chemical Society article Materials Science Advancements in Solid Oxide Fuel Cells Open access

Dennis Kemp, Roger A. De Souza

12

citations
Analysis of electrophysiological data with invertible neural networks
2026 RWTH Publications (RWTH Aachen) book Neuroscience Neural dynamics and brain function Open access

Peter Bouss

0

citations
Oxide-ion transport at low and high electric fields in brownmillerite Sr 2 Fe 2 O 5 and perovskite SrFeO 2.5 : A molecular dynamics study
2026 Physical Review Materials article Materials Science Magnetic and transport properties of perovskites and related materials Open access

Sonja Ambaum, Stine Spinger, Roger A. De Souza

0

citations
Diffusivity Tensors of Br and Cs Vacancies in Biaxially Strained Perovskite CsPbBr 3
2024 Chemistry of Materials article Engineering Perovskite Materials and Applications Open access

Thijs J. A. M. Smolders, Roger A. De Souza, Alison Walker, Matthew J. Wolf

9

citations
Simulations approaching data: cortical slow waves in inferred models of the whole hemisphere of mouse
2023 Communications Biology article Neuroscience Neural dynamics and brain function Open access

Cristiano Capone, Chiara De Luca, G. De Bonis, Robin Gutzen, Irene Bernava, Elena Pastorelli, +8 more

17

citations
Code Repository for the Paper "Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows" (PRX Life, 2026)
2026 Zenodo (CERN European Organization for Nuclear Research) article Neuroscience Neural dynamics and brain function Open access

Peter Bouss, Sandra Nestler, Kirsten Fischer, Claudia Merger, Lars Schutzeichel, Simon Musall, +2 more

1

citations
Code Repository for the Paper "Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows" (PRX Life, 2026)
2026 Zenodo (CERN European Organization for Nuclear Research) article Neuroscience Neural dynamics and brain function Open access

Peter Bouss, Sandra Nestler, Kirsten Fischer, Claudia Merger, Lars Schutzeichel, Simon Musall, +2 more

0

citations
Cavity engineering of Hubbard U via phonon polaritons
2022 Journal of Physics Materials article Physics and Astronomy Strong Light-Matter Interactions Open access

Brieuc Le Dé, Christian Eckhardt, Dante Marvin Kennes, Michael A. Sentef

12

citations
An adaptive-learning framework for chemistry tabulation in turbulent reacting flows
2026 Computers & Fluids article Engineering Innovative Microfluidic and Catalytic Techniques Innovation Open access

Kai Niemietz, Clément Scherding, Walter Gemassmer, Taraneh Sayadi, Heinz G. Pitsch

0

citations
Introducing sustainable neuromorphic computing in Engineering Mechanics
2026 npj Artificial Intelligence article Computer Science Neural Networks and Reservoir Computing Open access

Marcus Stoffel, Rutwik Gulakala, Vasileios Polydoras, Saurabh Balkrishna Tandale

0

citations
Synthesis, crystal structures and physical properties of carbodiimides and related materials
2021 RWTH Publications (RWTH Aachen) dissertation Chemistry Inorganic Chemistry and Materials Open access

Xianji Qiao

0

citations
A note on constitutive artificial neural networks for finite strain plasticity
2026 Mechanics Research Communications article Engineering Elasticity and Material Modeling Open access

Tim van der Velden, Birte Boes, Tim Brepols, Ellen Kuhl, Hagen Holthusen

5

citations
An isogeometric finite element formulation for frictionless contact of Cosserat rods with unconstrained directors
2022 Computational Mechanics article Computer Science Contact Mechanics and Variational Inequalities Open access

Myung-Jin Choi, Sven Klinkel, Roger A. Sauer

13

citations
Importance of valence-band anharmonicity and carrier distribution for third- and fifth-harmonic generation in Si:B pumped with intense terahertz pulses
2022 Physical review. B./Physical review. B article Engineering Terahertz technology and applications

Fanqi Meng, Frederik Walla, Qamar ul-Islam, Alexej Pashkin, Harald Schneider, Christoph Jungemann, +2 more

11

citations
An isogeometric finite element formulation for frictionless contact of Cosserat rods with unconstrained directors
2022 arXiv (Cornell University) preprint Engineering Advanced Numerical Analysis Techniques Open access

Myung-Jin Choi, Sven Klinkel, Roger A. Sauer

0

citations