A Proposal on Machine Learning via Dynamical Systems

Research output: Contribution to journalArticlepeer-review

115 Scopus citations


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
Issue number1
StatePublished - Mar 1 2017

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Computational Mathematics
  • Applied Mathematics


  • Deep learning
  • Dynamical systems
  • Machine learning


Dive into the research topics of 'A Proposal on Machine Learning via Dynamical Systems'. Together they form a unique fingerprint.

Cite this