| | |
|---|
| 2011 | Introduction to machine learning for brain imaging
Lemm, S.; Blankertz, B.; Dickhaus, T.; Müller, K.-R. | Journal Article |
| 2011 | Single-trial analysis and classification of ERP components - A tutorial
Blankertz, B.; Lemm, S.; Treder, M.; Haufe, S.; Müller, K.-R. | Journal Article |
| 2009 | A generalized framework for quantifying the dynamics of EEG event-related desynchronization
Lemm, S.; Müller, K.-R.; Curio, G. | Journal Article |
| 2008 | A novel mechanism for evoked responses in the human brain
Nikulin, V.V.; Linkenkaer-Hansen, K.; Nolte, G.; Lemm, S.; Mueller, K.R.; Ilmoniemi, R.J.; Curio, G. | Abstract, Journal Article |
| 2008 | Optimizing spatial filters for robust EEG single-trial analysis
Blankertz, B.; Tomioka, R.; Lemm, S.; Kawanabe, M.; Müller, K.-R. | Journal Article |
| 2007 | Aggregating classification accuracy across time: Application to single trial EEG
Lemm, S.; Schäfer, C.; Curio, G. | Conference Paper |
| 2007 | A novel mechanism for evoked responses in the human brain
Nikulin, V.V.; Linkenkaer-Hansen, K.; Nolte, G.; Lemm, S.; Müller, K.R.; Ilmoniemi, R.J.; Curio, G. | Journal Article |
| 2007 | Single trial analyses of encephalogram data
Lemm, S. | Dissertation |
| 2006 | The Berlin brain-computer interface: Machine learning based detection of user specific brain states
Blankertz, B.; Dornhege, G.; Lemm, S.; Krauledat, M.; Curio, G.; Müller, K.-R. | Journal Article |
| 2006 | Enhancing the signal-to-noise ratio of ICA-based extracted ERPs
Lemm, S.; Curio, G.; Hlushchuk, Y.; Müller, K.-R. | Journal Article |
| 2006 | Now you feel it - now you don't: ERP correlates of somatosensory awareness
Schubert, R.; Blankenburg, F.; Lemm, S.; Villringer, A.; Curio, G. | Journal Article |
| 2005 | Binary on-line classification based on temporally integrated information
Schäfer, C.; Lemm, S.; Curio, G. | Conference Paper |
| 2005 | Spatio-spectral filters for improving the classification of single trial EEG
Lemm, S.; Blankertz, B.; Curio, G.; Müller, K.-R. | Journal Article |
| 2004 | BCI competition 2003 - data set III: Probabilistic modeling of sensorimotor mu rhythms for classification of imaginary hand movements
Lemm, S.; Schäfer, C.; Curio, G. | Journal Article |
| 2002 | A dynamic HMM for on-line segmentation of sequential data
Kohlmorgen, J.; Lemm, S. | Conference Paper |
| 2001 | An on-line method for segmentation and identification of non-stationary time series
Kohlmorgen, J.; Lemm, S. | Conference Paper |
| 2000 | Analysis of nonstationary time series by mixtures of self-organizing predictors
Kohlmorgen, J.; Lemm, S.; Rätsch, G.; Müller, K.-R. | Conference Paper |
| 2000 | Barrier Boosting
Rätsch, G.; Warmuth, M.; Mika, S.; Onoda, T.; Lemm, S.; Müller, K.-R. | Conference Paper |
| 1999 | Fast change point detection in switching dynamics using a hidden markov model of prediction experts
Kohlmorgen, J.; Lemm, S.; Müller, K.-R.; Liehr, S.; Pawelzik, K. | Conference Paper |
| 1999 | Hidden markov gating for prediction of change points in switching dynamical systems
Liehr, S.; Pawelzik, K.; Kohlmorgen, J.; Lemm, S.; Müller, K.-R. | Conference Paper |
| 1999 | Hidden markov mixtures of experts for prediction of switching dynamics
Liehr, S.; Pawelzik, K.; Kohlmorgen, J.; Lemm, S.; Müller, K.-R. | Conference Paper |