Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models

Sekitoshi Kanai, Yasutoshi Ida, Kazuki Adachi +3

This study investigates a method to evaluate time-series datasets in terms of the performance of deep neural networks (DNNs) with state space models (deep SSMs) trained on the data…