G. Dornhege

发表

The IDIAP Brain-Computer Interface: An Asynchronous Multiclass Approach

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

BCI2000: A General-Purpose Software Platform for BCI

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2004, IEEE Transactions on Biomedical Engineering.

Electrocorticogram as a Brain-Computer Interface Signal Source

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Machine learning for real-time single-trial EEG-analysis: From brain–computer interfacing to mental state monitoring

Klaus-Robert Müller, Benjamin Blankertz, Michael Tangermann, 2008, Journal of Neuroscience Methods.

BioSig: An Open-Source Software Library for BCI Research

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

General Signal Processing and Machine Learning Tools for BCI Analysis

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

A Temporal Kernel-Based Model for Tracking Hand Movements from Neural Activities

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Advances in Cognitive Neural Prosthesis: Recognition of Neural Data with an Information-Theoretic Objective

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Graz-Brain-Computer Interface: State of Research

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Toward Brain-Computer Interfacing (Neural Information Processing)

Terrence J. Sejnowski, José del R. Millán, Klaus-Robert Müller, 2007 .

BCI Systems and Approaches

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

THE BERLIN BRAIN-COMPUTER INTERFACE FOR RAPID RESPONSE

K. Müller, G. Curio, M. Krauledat, 2004 .

Invasive BCI Approaches

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Single Trial Dete tion of EEG Error Potentials : A Tool for In reasing BCI transmission

G. Curio, G. Dornhege, ratesBenjamin Blankertz, 2002 .

The Berlin Brain-Computer Interface: Accurate performance from first-session in BCI-naive subjects

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2008, IEEE Transactions on Biomedical Engineering.

Robustifying EEG data analysis by removing outliers

Benjamin Blankertz, Guido Dornhege, Matthias Krauledat, 2009 .

MACHINE LEARNING TECHNIQUES FOR BRAIN-COMPUTER INTERFACES

Gabriel Curio, Benjamin Blankertz, Guido Dornhege, 2004 .

From outliers to prototypes: Ordering data

Klaus-Robert Müller, David M. J. Tax, Stefan Harmeling, 2006, Neurocomputing.

The non-invasive Berlin Brain–Computer Interface: Fast acquisition of effective performance in untrained subjects

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2007, NeuroImage.

Combined Optimization of Spatial and Temporal Filters for Improving Brain-Computer Interfacing

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2006, IEEE Transactions on Biomedical Engineering.

Improving speed and accuracy of brain-computer interfaces using readiness potential features

K.-R. Muller, B. Blankertz, F. Losch, 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEG analysis

K.-R. Muller, B. Blankertz, F. Losch, 2003, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Combining Features for BCI

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2002, NIPS.

Optimizing spatio-temporal filters for improving Brain-Computer Interfacing

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2005, NIPS.

Improving Human Performance in a Real Operating Environment through Real-Time Mental Workload Detection

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

A Note on Brain Actuated Spelling with the Berlin Brain-Computer Interface

Benjamin Blankertz, Klaus-Robert Müller, Roderick Murray-Smith, 2007, HCI.

On-line Differentiation Of Neuroelectric Activities: Algorithms And applications

B. Blankertz, G. Curio, G. Dornhege, 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

Machine Learning and Applications for Brain-Computer Interfacing

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2007, HCI.

Importance-Weighted Cross-Validation for Covariate Shift

Klaus-Robert Müller, Masashi Sugiyama, Benjamin Blankertz, 2006, DAGM-Symposium.

The Berlin brain-computer interface: EEG-based communication without subject training

K.-R. Muller, B. Blankertz, F. Losch, 2006, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Adaptation in Brain-Computer Interfaces

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

MATHEMATICAL ENGINEERING TECHNICAL REPORTS Spectrally weighted Common Spatial Pattern algorithm for single trial EEG classification

Benjamin Blankertz, Guido Nolte, Ryota Tomioka, 2006 .

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

Klaus-Robert Müller, Steven Lemm, Gabriel Curio, 2006, J. Univers. Comput. Sci..

A note on the Berlin Brain-Computer Interface

Benjamin Blankertz, Klaus-Robert Müller, Stefan Jähnichen, 2006 .

The Berlin Brain-Computer Interface: Report from the Feedback Sessions

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2005 .

Increasing information transfer rates for brain-computer interfacing

Guido Dornhege, G. Dornhege, 2006 .

Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates

Christin Schäfer, Gabriel Curio, Benjamin Blankertz, 2002, ICANN.

An Iterative Algorithm for Spatio-Temporal Filter Optimization

K. Aihara, G. Dornhege, R. Tomioka, 2006 .

An Introduction to Brain-Computer Interfacing

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

Brain-Computer Interfaces for Communication and Motor Control—Perspectives on Clinical Applications

José del R. Millán, Klaus-Robert Müller, Thilo Hinterberger, 2007 .

THE BERLIN BRAIN-COMPUTER INTERFACE PRESENTS THE NOVEL MENTAL TYPEWRITER HEX-O-SPELL

Benjamin Blankertz, Klaus-Robert Müller, Roderick Murray-Smith, 2006 .

Brain-computer interface research at the Wadsworth Center.

D J McFarland, J R Wolpaw, T M Vaughan, 2000, IEEE transactions on rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society.

Increase Information Transfer Rates in BCI by CSP Extension to Multi-class

Klaus-Robert Müller, Gabriel Curio, Benjamin Blankertz, 2003, NIPS.