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Generalized Lyapunov exponents and aspects of the theory of deep learning

Anders Karlsson
Dec 2022
摘要
We discuss certain recent metric space methods and some of the possibilitiesthese methods provide, with special focus on various generalizations ofLyapunov exponents originally appearing in the theory of dynamical systems anddifferential equations. These generalizations appear for example in topology,group theory, probability theory, operator theory and deep learning.
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