en
Preprint
English

Generalized Lyapunov exponents and aspects of the theory of deep learning

ContributorsKarlsson, Andersorcid
Publication date2022-12-26
Abstract

We discuss certain recent metric space methods and some of the possibilities these methods provide, with special focus on various generalizations of Lyapunov exponents originally appearing in the theory of dynamical systems and differential equations. These generalizations appear for example in topology, group theory, probability theory, operator theory and deep learning.

eng
Citation (ISO format)
KARLSSON, Anders. Generalized Lyapunov exponents and aspects of the theory of deep learning. 2022.
Main files (1)
Preprint
accessLevelPublic
Identifiers
97views
43downloads

Technical informations

Creation02/09/2023 1:13:00 PM
First validation02/09/2023 1:13:00 PM
Update time03/16/2023 10:37:47 AM
Status update03/16/2023 10:37:47 AM
Last indexation05/06/2024 3:22:58 PM
All rights reserved by Archive ouverte UNIGE and the University of GenevaunigeBlack