Kosio Beshkov

According to our database, Kosio Beshkov authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

A Quotient Homology Theory of Representation in Neural Networks.

Kosio Beshkov

Trans. Mach. Learn. Res., 2026

2025

Towards Understanding the Shape of Representations in Protein Language Models.

Kosio Beshkov, Anders Malthe-Sørenssen

CoRR, September, 2025

A Relative Homology Theory of Representation in Neural Networks.

Kosio Beshkov

CoRR, February, 2025

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

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

A rank decomposition for the topological classification of neural representations.

Kosio Beshkov, Gaute T. Einevoll

CoRR, 2024

2022

Isometric Representations in Neural Networks Improve Robustness.

Kosio Beshkov, Jonas Verhellen, Mikkel Elle Lepperød

CoRR, 2022

Geodesic-based distance reveals nonlinear topological features in neural activity from mouse visual cortex.

Kosio Beshkov, Paul H. E. Tiesinga

Biol. Cybern., 2022