Deep Koopman-layered Model with Universal Property Based on Toeplitz Matrices

Yuka Hashimoto, Tomoharu Iwata

We propose deep Koopman-layered models with learnable parameters in the form of Toeplitz matrices for analyzing the transition of the dynamics of time-series data. The proposed mod…