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| 2004 | VERFAHREN ZUR NICHTSTATIONAEREN TRENNUNG VON SIGNALEN UNTERSCHIEDLICHER QUELLEN
Mueller, K.; Ziehe, A.; Murata, N. | Patent |
| 2002 | On-line learning in changing environments with applications in supervised and unsupervised learning
Murata, N.; Kawanabe, M.; Ziehe, A.; Müller, K.-R.; Amari, S. | Journal Article |
| 2001 | An approach to blind source separation based on temporal structure of speech signals
Murata, N.; Ikeda, S.; Ziehe, A. | Journal Article |
| 1998 | Asymptotically optimal choice of curly epsilon-loss for support vector machines
Smola, A.J.; Murata, N.; Schölkopf, B.; Müller, K.-R. | Conference Paper |
| 1997 | Adaptive on-line learning in changing environments
Murata, N.; Müller, K.-R.; Ziehe, A.; Amari, S. | Conference Paper |
| 1997 | Asymptotic statistical theory of overtraining and cross-validation
Amari, S.; Murata, N.; Müller, K.-R.; Finke, M.; Yang, H. | Journal Article |
| 1997 | Asymptotic statistical theory of overtraining and cross-validation
Amari, S.-i.; Murata, N.; Müller, K.-R.; Finke, M.; Yang, H. | Book |
| 1996 | A numerical study on learning curves in stochastic multi-layer feed-forward networks
Müller, K.-R.; Finke, M.; Schulten, K.; Murata, N.; Amari, S. | Journal Article |
| 1996 | Statistical theory of overtraining-is cross-validation asymptotically effective?
Amari, S.; Murata, N.; Müller, K.-R.; Finke, M.; Yang, H. | Conference Paper |
| 1995 | Asymptotic statistical theory of overtraining and cross-validation
Amari, S.; Murata, N.; Müller, K.-R.; Finke, M.; Yang, H. | Technical Report |
| 1995 | An experimental study on asymptotic learning curves
Müller, K.-R.; Finke, M.; Schulten, K.; Murata, N.; Amari, S. | Research Report |
| 1995 | Learning curves of faithful versus unfaithful neural network models
Müller, K.-R.; Bös, S.; Finke, M.; Murata, N. | Conference Paper |
| 1995 | A numerical study on learning curves in stochastic multi-layer feed-forward networks
Müller, K.-R.; Finke, M.; Schulten, K.; Murata, N.; Amari, S. | Technical Report |
| 1995 | On large scala simulations for learning curves
Müller, K.R.; Finke, M.; Schulten, K.; Murata, N.; Amari, S. | Conference Paper |
| 1995 | On large scala simulations for learning curves
Müller, K.-R.; Finke, M.; Schulten, K.; Murata, N.; Amari, S. | Conference Paper |