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2010 – 2019
- 2011
[j8]Steven Lemm, Benjamin Blankertz, Thorsten Dickhaus
, Klaus-Robert Müller:
Introduction to machine learning for brain imaging. NeuroImage 56(2): 387-399 (2011)- [j7]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): 814-825 (2011) - [i1]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 abs/1109.3069 (2011)
2000 – 2009
- 2009
- [j6]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) - 2008
- [j5]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): 41-56 (2008) - 2006
- [j4]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): 581-607 (2006) - [j3]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): 601-607 (2006) - [c5]Steven Lemm, Christin Schäfer, Gabriel Curio:
Aggregating Classification Accuracy across Time: Application to Single Trial EEG. NIPS 2006: 825-832 - 2005
- [j2]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): 1541-1548 (2005) - 2004
- [j1]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): 1077-1080 (2004) - [c4]Christin Schäfer, Steven Lemm, Gabriel Curio:
Binary On-line Classification Based on Temporally Integrated Information. GfKl 2004: 216-223 - 2001
- [c3]Jens Kohlmorgen, Steven Lemm:
A Dynamic HMM for On-line Segmentation of Sequential Data. NIPS 2001: 793-800 - 2000
- [c2]Gunnar Rätsch, Manfred K. Warmuth, Sebastian Mika, Takashi Onoda, Steven Lemm, Klaus-Robert Müller:
Barrier Boosting. COLT 2000: 170-179
1990 – 1999
- 1999
- [c1]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: 405-410
Coauthor Index
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