Geodesic-based distance reveals nonlinear topological features in neural activity from mouse visual cortex K Beshkov, P Tiesinga Biological Cybernetics 116 (1), 53-68, 2022 | 7 | 2022 |
Hexagons all the way down: Grid cells as a conformal isometric map of space VS Schøyen, K Beshkov, MB Pettersen, E Hermansen, K Holzhausen, ... PLOS Computational Biology 21 (2), e1012804, 2025 | 3 | 2025 |
Topological Structure of Population Activity in Mouse Visual Cortex Encodes Densely Sampled Stimulus Rotations K Beshkov, M Fyhn, T Hafting, GT Einevoll iScience, 2024 | 3* | 2024 |
Multitask learning of a biophysically-detailed neuron model J Verhellen, K Beshkov, S Amundsen, TV Ness, GT Einevoll PLOS Computational Biology 20 (7), e1011728, 2024 | 1 | 2024 |
A rank decomposition for the topological classification of neural representations K Beshkov, GT Einevoll arXiv preprint arXiv:2404.19710, 2024 | 1 | 2024 |
Isometric Representations in Neural Networks Improve Robustness K Beshkov, J Verhellen, ME Lepperød arXiv preprint arXiv:2211.01236, 2022 | 1 | 2022 |
A Relative Homology Theory of Representation in Neural Networks K Beshkov arXiv preprint arXiv:2502.01360, 2025 | | 2025 |
Topological Characteristics of Neural Manifolds K Beshkov | | 2020 |