README.md 519 Bytes
Newer Older
maarten schoukens's avatar
maarten schoukens committed
1
2
# SS-NN

maarten schoukens's avatar
maarten schoukens committed
3
An artificial neural network-based nonlinear state-space identification function. Currently tested for SISO systems only. 
maarten schoukens's avatar
maarten schoukens committed
4
Coded in Matlab, making use multiple Matlab toolboxes (System Identification + Deep Learning Toolbox).
maarten schoukens's avatar
maarten schoukens committed
5
6
7
8
9

This code is part of the paper:
Schoukens, M. (2021). 'Improved Initialization of State-Space Artificial Neural Networks', European Control Conference. Rotterdam, The Netherlands. (accepted for presentation).

An arXiv preprint is available through: https://arxiv.org/abs/2103.14516