Geodesic-based distance reveals nonlinear topological features in neural activity from mouse visual cortex. - Kosio Beshkov; Paul H. E. Tiesinga (Biol. Cybern., 2022)

Isometric Representations in Neural Networks Improve Robustness. - Kosio Beshkov; Jonas Verhellen; Mikkel Elle Lepperød (CoRR, 2022)

A rank decomposition for the topological classification of neural representations. - Kosio Beshkov; Gaute T. Einevoll (CoRR, 2024)

Multitask learning of a biophysically-detailed neuron model. - Jonas Verhellen; Kosio Beshkov; Sebastian Amundsen; Torbjørn V. Ness; Gaute T. Einevoll (PLoS Comput. Biol., 2024)

Hexagons all the way down: grid cells as a conformal isometric map of space. - Vemund Sigmundson Schøyen; Kosio Beshkov; Markus Pettersen; Erik Hermansen; Konstantin Holzhausen; Anders Malthe-Sørenssen; Marianne Fyhn; Mikkel Elle Lepperød (PLoS Comput. Biol., 2025)

A Relative Homology Theory of Representation in Neural Networks. - Kosio Beshkov (CoRR, 2025)