A Proposal on Machine Learning via Dynamical Systems

Research output: Contribution to journalArticle

47 Scopus citations

Abstract

We discuss the idea of using continuous dynamical systems to model general high-dimensional nonlinear functions used in machine learning. We also discuss the connection with deep learning.

Original languageEnglish (US)
JournalCommunications in Mathematics and Statistics
Volume5
Issue number1
DOIs
StatePublished - Mar 1 2017

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Computational Mathematics
  • Applied Mathematics

Keywords

  • Deep learning
  • Dynamical systems
  • Machine learning

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