Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2011Introduction to machine learning for brain imaging
Lemm, S.; Blankertz, B.; Dickhaus, T.; Müller, K.-R.
Journal Article
2011Single-trial analysis and classification of ERP components - A tutorial
Blankertz, B.; Lemm, S.; Treder, M.; Haufe, S.; Müller, K.-R.
Journal Article
2009A generalized framework for quantifying the dynamics of EEG event-related desynchronization
Lemm, S.; Müller, K.-R.; Curio, G.
Journal Article
2008A 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.
Conference Paper
2008Optimizing spatial filters for robust EEG single-trial analysis
Blankertz, B.; Tomioka, R.; Lemm, S.; Kawanabe, M.; Müller, K.-R.
Journal Article
2007Aggregating classification accuracy across time: Application to single trial EEG
Lemm, S.; Schäfer, C.; Curio, G.
Conference Paper
2007A 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
2007Single trial analyses of encephalogram data
Lemm, S.
Dissertation
2006The 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
2006Enhancing the signal-to-noise ratio of ICA-based extracted ERPs
Lemm, S.; Curio, G.; Hlushchuk, Y.; Müller, K.-R.
Journal Article
2006Now you feel it - now you don't: ERP correlates of somatosensory awareness
Schubert, R.; Blankenburg, F.; Lemm, S.; Villringer, A.; Curio, G.
Journal Article
2005Binary on-line classification based on temporally integrated information
Schäfer, C.; Lemm, S.; Curio, G.
Conference Paper
2005Spatio-spectral filters for improving the classification of single trial EEG
Lemm, S.; Blankertz, B.; Curio, G.; Müller, K.-R.
Journal Article
2004BCI 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
2002A dynamic HMM for on-line segmentation of sequential data
Kohlmorgen, J.; Lemm, S.
Conference Paper
2001An on-line method for segmentation and identification of non-stationary time series
Kohlmorgen, J.; Lemm, S.
Conference Paper
2000Analysis of nonstationary time series by mixtures of self-organizing predictors
Kohlmorgen, J.; Lemm, S.; Rätsch, G.; Müller, K.-R.
Conference Paper
2000Barrier Boosting
Rätsch, G.; Warmuth, M.; Mika, S.; Onoda, T.; Lemm, S.; Müller, K.-R.
Conference Paper
1999Fast 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
1999Hidden markov gating for prediction of change points in switching dynamical systems
Liehr, S.; Pawelzik, K.; Kohlmorgen, J.; Lemm, S.; Müller, K.-R.
Conference Paper
1999Hidden markov mixtures of experts for prediction of switching dynamics
Liehr, S.; Pawelzik, K.; Kohlmorgen, J.; Lemm, S.; Müller, K.-R.
Conference Paper