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Learning Nonlinear State-Space Models for Control

Referentgranskad
Raiko, T.; Tornio, M.
-2005

Blind Identifiability of Class of Nonlinear Instantaneous ICA Models

Referentgranskad
Eriksson, Jan; Koivunen, Visa
-2002

State Inference in Variational Bayesian Nonlinear State-Space Models

Referentgranskad
Raiko, Tapani; Tornio, Matti; Honkela, Antti; Karhunen, Juha
SPRINGER2006

Unsupervised Variational Bayesian Learning of Nonlinear Models

Referentgranskad
Honkela, A.; Valpola, H.
MIT PRESS2005

An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models

Referentgranskad
Valpola, Harri; Karhunen, J.
Neural Computation2002

Inclusion of hysteresis and eddy current losses in nonlinear time-domain inductance models

Referentgranskad
Öppen tillgång
DOI
10.1109/IECON.2011.6119596
Ranta, Mikaela; Hinkkanen, Marko; Belahcen, Anouar; Luomi, Jorma
-2011

Variational Inference and Learning for Continuous-Time Nonlinear State-Space Models

Referentgranskad
Honkela, Antti; Harva, Markus; Raiko, Tapani; Karhunen, Juha
-2008

Nonlinear Independent Factor Analysis by Hierarchical Models

Referentgranskad
Valpola, Harri; Östman, Tomas; Karhunen, J.
-2003

An Ensemble Learning Approach to Nonlinear Dynamic Blind Source Separation Using State-Space Models

Referentgranskad
Valpola, Harri; Honkela, A.; Karhunen, J.
-2002

Unsupervised Learning of Nonlinear Dynamic State-Space Models

Valpola, Harri
-2000

Learning Nonlinear State-Space Models for Control

Referentgranskad
2005

Blind Identifiability of Class of Nonlinear Instantaneous ICA Models

Referentgranskad
2002

State Inference in Variational Bayesian Nonlinear State-Space Models

Referentgranskad
2006

Unsupervised Variational Bayesian Learning of Nonlinear Models

Referentgranskad
2005

An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models

Referentgranskad
2002

Inclusion of hysteresis and eddy current losses in nonlinear time-domain inductance models

Referentgranskad
Öppen tillgång
DOI
10.1109/IECON.2011.6119596
2011

Variational Inference and Learning for Continuous-Time Nonlinear State-Space Models

Referentgranskad
2008

Nonlinear Independent Factor Analysis by Hierarchical Models

Referentgranskad
2003

An Ensemble Learning Approach to Nonlinear Dynamic Blind Source Separation Using State-Space Models

Referentgranskad
2002

Unsupervised Learning of Nonlinear Dynamic State-Space Models

2000