Steven Lemm

According to our database, Steven Lemm authored at least 14 papers between 1999 and 2011.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2011

Introduction to machine learning for brain imaging.

Steven Lemm, Benjamin Blankertz, Thorsten Dickhaus, Klaus-Robert Müller

NeuroImage, 2011

Single-trial analysis and classification of ERP components - A tutorial.

Benjamin Blankertz, Steven Lemm, Matthias Sebastian Treder, Stefan Haufe, Klaus-Robert Müller

NeuroImage, 2011

Directional Variance Adjustment: a novel covariance estimator for high dimensional portfolio optimization

Daniel Bartz, Kerr Hatrick, Christian W. Hesse, Klaus-Robert Müller, Steven Lemm

CoRR, 2011

2009

A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization.

Steven Lemm, Klaus-Robert Müller, Gabriel Curio

PLoS Comput. Biol., 2009

2008

Optimizing Spatial filters for Robust EEG Single-Trial Analysis.

Benjamin Blankertz, Ryota Tomioka, Steven Lemm, Motoaki Kawanabe, Klaus-Robert Müller

IEEE Signal Process. Mag., 2008

2006

Enhancing the signal-to-noise ratio of ICA-based extracted ERPs.

Steven Lemm, Gabriel Curio, Yevhen Hlushchuk, Klaus-Robert Müller

IEEE Trans. Biomed. Eng., 2006

The Berlin Brain-Computer Interface: Machine Learning Based Detection of User Specific Brain States.

Benjamin Blankertz, Guido Dornhege, Steven Lemm, Matthias Krauledat, Gabriel Curio, Klaus-Robert Müller

J. Univers. Comput. Sci., 2006

Aggregating Classification Accuracy across Time: Application to Single Trial EEG.

Steven Lemm, Christin Schäfer, Gabriel Curio

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2005

Spatio-spectral filters for improving the classification of single trial EEG.

Steven Lemm, Benjamin Blankertz, Gabriel Curio, Klaus-Robert Müller

IEEE Trans. Biomed. Eng., 2005

2004

BCI competition 2003-data set III: probabilistic modeling of sensorimotor μ rhythms for classification of imaginary hand movements.

Steven Lemm, Christin Schäfer, Gabriel Curio

IEEE Trans. Biomed. Eng., 2004

Binary On-line Classification Based on Temporally Integrated Information.

Christin Schäfer, Steven Lemm, Gabriel Curio

Proceedings of the Classification, 2004

2001

A Dynamic HMM for On-line Segmentation of Sequential Data.

Jens Kohlmorgen, Steven Lemm

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000

Barrier Boosting.

Gunnar Rätsch, Manfred K. Warmuth, Sebastian Mika, Takashi Onoda, Steven Lemm, Klaus-Robert Müller

Proceedings of the Thirteenth Annual Conference on Computational Learning Theory (COLT 2000), June 28, 2000

1999

Hidden Markov gating for prediction of change points in switching dynamical systems.

Stefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999