Steven Lemm

Publication Activity (10 Years)

Years Active: 1999-2011
Publications (10 Years): 0

Publications

Benjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe, Klaus-Robert Müller
Single-trial analysis and classification of ERP components - A tutorial. NeuroImage 56 (2) (2011)
Daniel Bartz, Kerr Hatrick, Christian W. Hesse, Klaus-Robert Müller, Steven Lemm
Directional Variance Adjustment: a novel covariance estimator for high dimensional portfolio optimization CoRR (2011)
Steven Lemm, Benjamin Blankertz, Thorsten Dickhaus, Klaus-Robert Müller
Introduction to machine learning for brain imaging. NeuroImage 56 (2) (2011)
Steven Lemm, Klaus-Robert Müller, Gabriel Curio
A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization. PLoS Comput. Biol. 5 (8) (2009)
Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe, Klaus-Robert Müller
Optimizing Spatial filters for Robust EEG Single-Trial Analysis. IEEE Signal Process. Mag. 25 (1) (2008)
Benjamin Blankertz, Guido Dornhege, Steven Lemm, Matthias Krauledat, Gabriel Curio, Klaus-Robert Müller
The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States. J. Univers. Comput. Sci. 12 (6) (2006)
Steven Lemm, Gabriel Curio, Yevhen Hlushchuk, Klaus-Robert Müller
Enhancing the signal-to-noise ratio of ICA-based extracted ERPs. IEEE Trans. Biomed. Eng. 53 (4) (2006)
Steven Lemm, Christin Schäfer, Gabriel Curio
Aggregating Classification Accuracy across Time: Application to Single Trial EEG. NIPS (2006)
Steven Lemm, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller
Spatio-spectral filters for improving the classification of single trial EEG. IEEE Trans. Biomed. Eng. 52 (9) (2005)
Steven Lemm, Christin Schäfer, Gabriel Curio
BCI competition 2003-data set III: probabilistic modeling of sensorimotor μ rhythms for classification of imaginary hand movements. IEEE Trans. Biomed. Eng. 51 (6) (2004)
Christin Schäfer, Steven Lemm, Gabriel Curio
Binary On-line Classification Based on Temporally Integrated Information. GfKl (2004)
Jens Kohlmorgen, Steven Lemm
A Dynamic HMM for On-line Segmentation of Sequential Data. NIPS (2001)
Gunnar Rätsch, Manfred K. Warmuth, Sebastian Mika, Takashi Onoda, Steven Lemm, Klaus-Robert Müller
Barrier Boosting. COLT (2000)
Stefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller
Hidden Markov gating for prediction of change points in switching dynamical systems. ESANN (1999)