Applications of Koopman Mode Analysis to Neural Networks

21 June 2020

Papers citing "Applications of Koopman Mode Analysis to Neural Networks"

6 / 6 papers shown

Title
Learning Linear Embeddings for Non-Linear Network Dynamics with Koopman Message Passing King Fai Yeh Paris D. L. Flood William T. Redman Pietro Lio' 22 1 0 15 May 2023
The Underlying Correlated Dynamics in Neural Training Rotem Turjeman Tom Berkov I. Cohen Guy Gilboa 19 3 0 18 Dec 2022
Learning to Optimize with Dynamic Mode Decomposition Petr Simánek Daniel Vasata Pavel Kordík 31 5 0 29 Nov 2022
Stable Invariant Models via Koopman Spectra Takuya Konishi Yoshinobu Kawahara 20 3 0 15 Jul 2022
Learning continuous models for continuous physics Aditi S. Krishnapriyan A. Queiruga N. Benjamin Erichson Michael W. Mahoney AI4CE 24 33 0 17 Feb 2022
Optimizing Neural Networks via Koopman Operator Theory Akshunna S. Dogra William T. Redman 11 49 0 03 Jun 2020