Markus Varsta

According to our database, Markus Varsta authored at least 10 papers between 1996 and 2002.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2002

Self-organizing maps in sequence processing.

Markus Varsta

PhD thesis, 2002

A local neural classifier for the recognition of EEG patterns associated to mental tasks.

José del R. Millán, Josep Mouriño, Marco Franzé, Febo Cincotti, Markus Varsta, Jukka Heikkonen, Fabio Babiloni

IEEE Trans. Neural Networks, 2002

2001

Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison.

Markus Varsta, Jukka Heikkonen, Jouko Lampinen, José del R. Millán

Neural Process. Lett., 2001

2000

Local Neural Classifier for EEG-Based Recognition of Mental Tasks.

José del R. Millán, Josep Mouriño, Fabio Babiloni, Febo Cincotti, Markus Varsta, Jukka Heikkonen

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Evaluating the Performance of Three Feature Sets for Brain-Computer Interfaces with an Early Stopping MLP Committee.

Markus Varsta, Jukka Heikkonen, José del R. Millán, Josep Mouriño

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map.

Markus Varsta, Jukka Heikkonen, Jouko Lampinen

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1998

Temporal sequence processing using recurrent SOM.

Timo Koskela, Markus Varsta, Jukka Heikkonen, Kimmo Kaski

Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

Recurrent SOM with local linear models in time series prediction.

Timo Koskela, Markus Varsta, Jukka Heikkonen, Kimmo Kaski

Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998

1997

A Recurrent Self-Organizing Map for Temporal Sequence Processing.

Markus Varsta, José del R. Millán, Jukka Heikkonen

Proceedings of the Artificial Neural Networks, 1997

1996

Surface modeling and robot path generation using self-organization.

Markus Varsta, Pasi Koikkalainen

Proceedings of the 13th International Conference on Pattern Recognition, 1996