Search Results for author: Allen Hart

Found 1 papers, 0 papers with code

Learning strange attractors with reservoir systems

no code implementations11 Aug 2021 Lyudmila Grigoryeva, Allen Hart, Juan-Pablo Ortega

This paper shows that the celebrated Embedding Theorem of Takens is a particular case of a much more general statement according to which, randomly generated linear state-space representations of generic observations of an invertible dynamical system carry in their wake an embedding of the phase space dynamics into the chosen Euclidean state space.

Representation Learning

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