Initialization Approach for Nonlinear State-Space Identification via the Subspace Encoder Approach

Rishi Ramkannan, Gerben I. Beintema, Roland Tóth +1

The SUBNET neural network architecture has been developed to identify nonlinear state-space models from input-output data. To achieve this, it combines the rolled-out nonlinear sta…