This repository implements the Structured State-space models described in the paper
Fabio Bonassi, Carl Andersson, Per Mattsson, Thomas B. Schön, “Structured state-space models are deep Wiener models,” SYSID 2024. [link]
If you use this code, or otherwise found our work valuable, please cite the following paper
@inproceedings{bonassi2024structured,
title={Structured state-space models are deep Wiener models},
author={Bonassi, Fabio and Andersson, Carl and Mattsson, Per and Sch{\"o}n, Thomas B},
year = {2024},
booktitle = {20th IFAC Symposium on System Identification (SYSID)},
}
This code was developed on a Mac running Python 3.11, PyTorch 2.1. Other requirements are listed in requirements.txt.
Installation:
pip install -r requirements.txt