Representing Neural Network Layers as Linear Operations via Koopman Operator Theory

Author

Affiliation

NYU Abu Dhabi, NYU Tandon

Published

September 23, 2025

Citation

BibTeX citation:

@online{aswani2025,
  author = {Aswani, Nishant},
  title = {Representing {Neural} {Network} {Layers} as {Linear}
    {Operations} via {Koopman} {Operator} {Theory}},
  date = {2025-09-23},
  url = {https://nishantaswani.com/papers/koopmanfornn.html},
  langid = {en}
}

For attribution, please cite this work as:

Aswani, Nishant. 2025. “Representing Neural Network Layers as Linear Operations via Koopman Operator Theory.” September 23, 2025. https://nishantaswani.com/papers/koopmanfornn.html.