Vitaly Vanchurin

According to our database, Vitaly Vanchurin authored at least 18 papers between 2017 and 2026.

Collaborative distances:

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

2026

Geometric Learning Dynamics.

Vitaly Vanchurin

Biol. Cybern., August, 2026

Geometric framework for biological evolution.

Vitaly Vanchurin

CoRR, March, 2026

2025

Molecular Learning Dynamics.

Yaroslav Gusev, Vitaly Vanchurin

CoRR, April, 2025

Covariant Gradient Descent.

Dmitry Guskov, Vitaly Vanchurin

CoRR, April, 2025

Dataset-Learning Duality and Emergent Criticality.

Ekaterina Kukleva, Vitaly Vanchurin

Entropy, 2025

2024

Quasi-Equilibrium States and Phase Transitions in Biological Evolution.

Artem Romanenko, Vitaly Vanchurin

Entropy, March, 2024

Emergent field theories from neural networks.

Vitaly Vanchurin

CoRR, 2024

2023

Bio-inspired machine learning: programmed death and replication.

Andrey Grabovsky, Vitaly Vanchurin

Neural Comput. Appl., September, 2023

Autonomous particles.

Nikola Andrejic, Vitaly Vanchurin

CoRR, 2023

2022

Towards a Theory of Quantum Gravity from Neural Networks.

Vitaly Vanchurin

Entropy, 2022

2021

Toward a theory of machine learning.

Vitaly Vanchurin

Mach. Learn. Sci. Technol., 2021

Thermodynamics of Evolution and the Origin of Life.

Vitaly Vanchurin, Yuri I. Wolf, Eugene V. Koonin, Mikhail I. Katsnelson

CoRR, 2021

Towards a Theory of Evolution as Multilevel Learning.

Vitaly Vanchurin, Yuri I. Wolf, Mikhail I. Katsnelson, Eugene V. Koonin

CoRR, 2021

Self-organized criticality in neural networks.

Mikhail I. Katsnelson, Vitaly Vanchurin, Tom Westerhout

CoRR, 2021

2020

The World as a Neural Network.

Vitaly Vanchurin

Entropy, 2020

Emergent Quantumness in Neural Networks.

Mikhail I. Katsnelson, Vitaly Vanchurin

CoRR, 2020

Towards a theory of machine learning.

Vitaly Vanchurin

CoRR, 2020

2017

Covariant Information Theory and Emergent Gravity.

Vitaly Vanchurin

CoRR, 2017