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Papers matching “neural manifolds” 31

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Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows
2026 PRX Life 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
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
Neural manifolds in V1 change with top-down signals from V4 targeting the foveal region
2024 Cell Reports article Neuroscience Visual perception and processing mechanisms Open access

Aitor Morales-Gregorio, Anno C. Kurth, Junji Ito, Alexander Kleinjohann, Frédéric V. Barthélemy, Thomas G. Brochier, +2 more

25

citations
Neural manifolds in V1 change with top-down signals from V4 targeting the foveal region
2024 Cell Reports article Neuroscience Visual perception and processing mechanisms Open access

0

citations
A nonlinear manifold model order reduction approach for thermo‐mechanically coupled plasticity
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jian Zhang, Stefanie Reese, Tim Brepols

3

citations
Fixed point geometry in chaotic neural networks
2025 Physical Review Research article Physics and Astronomy Chaos control and synchronization Open access

Jakob Stubenrauch, Christian Keup, Anno Christopher Kurth, Moritz Helias, Alexander van Meegen

6

citations
HYVE: Hybrid Vertex Encoder for Neural Distance Fields
2026 IEEE Transactions on Visualization and Computer Graphics article Engineering 3D Shape Modeling and Analysis Open access

Stefan Rhys Jeske, Jonathan Klein, Dominik Ludewig Michels, Jan Bender

0

citations
A manifold learning approach to nonlinear model order reduction of quasi-static problems in solid mechanics: proof of concept and parameter study
2025 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Lisa Scheunemann, Erik Faust

2

citations
Nonlinear Model Order Reduction on Polynomial Manifolds for Computational Homogenisation Problems
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Erik Faust, Lisa Scheunemann

1

citations
A manifold learning approach to nonlinear model order reduction of quasi-static problems in solid mechanics: proof of concept and parameter study
2025 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Lisa Scheunemann, Erik Faust

0

citations
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers
2021 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

29

citations
Automatic detection of cell-cycle stages using recurrent neural networks
2024 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Abin Jose, Rijo Roy, Daniel Moreno-Andrés, Johannes Stegmaier

6

citations
Phase diagram of quantum generalized Potts-Hopfield neural networks
2022 New Journal of Physics article Physics and Astronomy Quantum many-body systems Open access cited by 1 patent

Eliana Fiorelli, Igor Lesanovsky, Markus Michael Müller

17

citations
Ship operational data driven fuel efficiency assessment for shaft generator using input convex neural network
2026 Energy Reports article Environmental Science Maritime Transport Emissions and Efficiency Open access

Daehyuk Kim, SoonSik Jang, Jung-il Lee, Shin Hyung Rhee, Hyukchan Kwon, Hyunhak Jeong

1

citations
Nonlinear manifold learning determines microgel size from Raman spectroscopy
2024 AIChE Journal article Chemistry Spectroscopy and Chemometric Analyses Open access

Eleni D. Koronaki, Luise F. Kaven, Johannes M.M. Faust, Ioannis G. Kevrekidis, Alexander Mitsos

6

citations
Nonlinear Model Order Reduction on Polynomial Manifolds for Computational Homogenisation Problems
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Erik Faust, Lisa Scheunemann

0

citations
Convergence of gradient descent for learning linear neural networks
2024 Advances in Continuous and Discrete Models article Computer Science Stochastic Gradient Optimization Techniques Open access

Gabin Maxime Nguegnang, Holger Rauhut, Ulrich Terstiege

10

citations
Renormalization of interacting random graph models
2026 Physical review. E article Physics and Astronomy Complex Network Analysis Techniques Open access

Alessio Catanzaro, Diego Garlaschelli, Subodh P. Patil

0

citations
Nonlinear model order reduction of dynamical systems in process engineering: review and comparison
2026 Nonlinear Dynamics article Physics and Astronomy Model Reduction and Neural Networks Open access

Jan C. Schulze, Alexander Mitsos

2

citations
Deep Recursive Embedding for High-Dimensional Data
2021 IEEE Transactions on Visualization and Computer Graphics article Computer Science Face and Expression Recognition Open access cited by 1 patent

13

citations
Determining the time before or after a galaxy merger event
2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

William Pearson, Vicente Rodríguez-Gómez, Sandor Kruk, Berta Margalef-Bentabol

7

citations
Determining the time before or after a galaxy merger event
2024 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

William Pearson, Vicente Rodríguez-Gómez, Sandor Kruk, Berta Margalef-Bentabol

0

citations
An adaptive model order reduction technique for parameter-dependent modular structures
2023 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Stephan Ritzert, Domen Macek, Jaan‐Willem Simon, Stefanie Reese

13

citations
Global organization of neuronal activity only requires unstructured local connectivity
2021 eLife article Neuroscience Neural dynamics and brain function Open access

David Dahmen, Moritz Layer, Lukas Deutz, Paulina Anna Dąbrowska, Nicole Voges, Michael von Papen, +5 more

30

citations