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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
1citations -
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
0citations -
Neural manifolds in V1 change with top-down signals from V4 targeting the foveal region2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Visual perception and processing mechanisms Open access
Aitor Morales-Gregorio, Anno Christopher Kurth, Junji Ito, Alexander Kleinjohann, Frédéric V. Barthélemy, Thomas G. Brochier, +2 more
6citations -
Equivariant Eikonal Neural Networks: Grid-Free, Scalable Travel-Time Prediction on Homogeneous Spaces2025 neural information processing systems conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access
Alejandro García-Castellanos, David R. Wessels, Nicky J. van den Berg, Remco Duits, Daniël M. Pelt, Erik J. Bekkers
0citations -
On the geometry and topology of representations: the manifolds of modular addition2025 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access
Gabriela Moisescu-Pareja, Gavin McCracken, Harley Wiltzer, Vincent Létourneau, Colin Daniels, Doina Precup, +1 more
0citations -
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers2021 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
29citations -
End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques
Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrés, +1 more
7citations -
END-TO-END CLASSIFICATION OF CELL-CYCLE STAGES WITH CENTER-CELL FOCUS TRACKER USING RECURRENT NEURAL NETWORKS2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrés, +1 more
4citations -
Ship operational data driven fuel efficiency assessment for shaft generator using input convex neural network2026 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
1citations