A Novel Schur-Decomposition-Based Weight Projection Method for Stable State-Space Neural-Network Architectures

Sergio Vanegas, Lasse Lensu, Fredy Ruiz

Building black-box models for dynamical systems from data is a challenging problem in machine learning, especially when asymptotic stability guarantees are required. In this paper,…