PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Stefan Haufe

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Number of EPrints submitted by this user: 39

Now you'll feel it, now you won't: Pre-stimulus mu and beta amplitude predict conscious perception of somatosensory stimuli
Ruth Schubert, Stefan Haufe, Felix Blankenburg, Arno Villringer and Gabriel Curio
2007.

Combining sparsity and rotational invariance in EEG/MEG source reconstruction
Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte
NeuroImage Volume 42, Number 2, pp. 726-738, 2008.

Now you'll feel it - now you won't: EEG rhythms predict the effectiveness of perceptual masking
Ruth Schubert, Stefan Haufe, Felix Blankenburg, Arno Villringer and Gabriel Curio
Journal of Cognitive Neuroscience Volume 21, Number 12, pp. 2407-2419, 2009.

Focal and rotationally invariant source reconstruction for EEG/MEG
Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte
In: Biosignalverarbeitung 2008, Innovationen bei der Erfassung und Analyse bioelektrischer und biomagnetischer Signale, 16-18 Jul 2008, Potsdam, Germany.

Combined classification and channel/basis selection with L1-L2 regularization with application to P300 speller system
Ryota Tomioka and Stefan Haufe
In: 4th International Brain-Computer Interface Workshop and Training Course, 18-21 Sep 2008, Graz, Austria.

Estimating vector fields using sparse basis field expansions
Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller, Andreas Ziehe and Guido Nolte
In: Advances in Neural Information Processing Sytems (2009) MIT Press , Cambridge, US , pp. 617-624.

Sparse Causal Discovery in Multivariate Time Series
Stefan Haufe, Klaus-Robert Müller, Guido Nolte and Nicole Krämer
JMLR W&CP Volume 6, pp. 97-106, 2010.

Groupwise sparsity enforcing estimators for solving the EEG/MEG inverse problem
Stefan Haufe, Vadim Nikulin, Andreas Ziehe, Klaus-Robert Müller and Guido Nolte
In: Sparsity and Inverse Problems in Statistical Theory and Econometrics, 5-6 Dec 2008, Berlin, Germany.

Practicing fast-decision BCI using a ``goalkeeper'' paradigm
Lenny Ramsey, Michael Tangermann, Stefan Haufe and Benjamin Blankertz
BMC Neuroscience Volume 10, Number Suppl 1:P69, 2009.

Parieto-occipital alpha power indexes distraction during simulated car driving
Ruth Schubert, Michael Tangermann, Stefan Haufe, Claudia Sannelli, Michael Simon, Eike Schmidt, Wilhelm Kincses and Gabriel Curio
International Journal of Psychophysiology Volume 69, Number 3, 214, 2008.

An open database of EEG data from child epilepsy with postoperational foci localization at eeg.pl/epi
Piotr Durka, Marcin Roszkowski, Jaroslav Zygierewicz, Stefan Haufe, Guido Nolte and Piotr Zwolinski
Frontiers in Neuroinformatics Volume Conference Abstract: 2nd INCF Congress of Neuroinformatics., 2009.

Modeling sparse connectivity between underlying brain sources for EEG/MEG
Stefan Haufe, Ryota Tomioka, Guido Nolte, Klaus-Robert Müller and Motoaki Kawanabe
IEEE Transactions on Biomedical Engineering Volume 75, Number 8, pp. 1954-1963, 2010. ISSN 0018-9294

Event-Related Potentials preceding Emergency Braking Situations during Simulated Driving
Stefan Haufe, Matthias Treder, Max Sagebaum, Manfred Gugler, Arne Ewald, Gabriel Curio and Benjamin Blankertz
In: TOBI Workshop 2010: Integrating Brain-Computer Interfaces with Conventional Assistive Technology, 03-04 Feb 2010, Graz, Austria.

Effect of prestimulus SMR amplitude on BCI performance
Cecilia Maeder, Claudia Sannelli, Stefan Haufe, Steven Lemm and Benjamin Blankertz
In: TOBI Workshop 2010: Integrating Brain-Computer Interfaces with Conventional Assistive Technology, 2-6 Feb 2010, Graz, Austria.

Towards a cure for BCI illiteracy: Machine-learning based co-adaptive learning
Benjamin Blankertz and Carmen Vidaurre
BMC Neuroscience Volume 10, 85, 2009.

Neuronal correlates of emotions in human-machine interaction
Benjamin Blankertz, Klaus-Robert Müller and Gabriel Curio
BMC Neuroscience Volume 10, Number (Suppl 1), 80, 2009.

Predicting BCI performance to study BCI illiteracy
Benjamin Blankertz, Claudia Sanelli, Sebastian Halder, Eva-Maria Hammer, Andrea Kübler, Klaus-Robert Müller, Gabriel Curio and Thorsten Dickhaus
In: 7th NFSI & ICBEM 2009(2009).

Detecting mental states by machine learning techniques: The Berlin Brain-Computer Interface
Benjamin Blankertz, Michael Tangermann, Carmen Vidaurre, Thorsten Dickhaus, Claudia Sanelli, Florin Popescu, Siamac Fazli, Marton Danoczy, Gabriel Curio and Klaus-Robert Müller
In: Non-Invasive and Invasive Brain-Computer Interfaces The Frontiers Collection . (2009) Springer .

Brain-computer interfacing in tetraplegic patients with high spinal cord injury
Jan Conradi, Benjamin Blankertz, Michael Tangermann, Volker Kunzmann and Gabriel Curio
Int J Bioelectromagnetism Volume 11, Number 2, pp. 65-68, 2009.

Subject-independent mental state classification in single trials
Siamac Fazli, Florin Popescu, Marton Danoczy, Benjamin Blankertz, Klaus-Robert Müller and Cristian Grozea
Neural Networks Volume 22, Number 9, pp. 1305-1312, 2009.

Improving BCI performance by modified common spatial patterns with robustly averaged covariance matrices
Motoaki Kawanabe and Carmen Vidaurre
WC2009 pp. 279-282, 2009.

A maxmin approach to optimize spatial filters for EEG single-trial classification
Motoaki Kawanabe, Carmen Vidaurre, Benjamin Blankertz and Klaus-Robert Müller
Proceedings of IWANN 09, Part I, LNCS pp. 674-682, 2009.

Robust common spatial filters with a maxmin approach
Motoaki Kawanabe, Carmen Vidaurre, Simon Scholler, Benjamin Blankertz and Klaus-Robert Müller
EMBS-Conference pp. 2470-2473, 2009.

A Generalized Framework for Quantifying the Dynamics of EEG Event-Related Desynchronization
Steven Lemm, Klaus-Robert Müller and Gabriel Curio
PLoS Comput Biol Volume 5, Number 8, 2009.

Improving bci performance by task-related trial pruning
Claudia Sanelli, Mikio braun and Klaus-Robert Müller
Neural Networks Volume 22, pp. 1295-1304, 2009.

Initial results of a high-speed spatial auditory BCI
Martijn Schreuder, Michael Tangermann and Benjamin Blankertz
Int J Bioelectromagnetism Volume 11, Number 2, pp. 105-109, 2009.

Playing pinball with non-invasive BCI
Michael Tangermann, Matthias Krauledat, Konrad Grzeska, Max Sagebaum, Benjamin Blankertz, Carmen Vidaurre and Klaus-Robert Müller
Advances in Neural Information Processing Systems Volume 21, pp. 1641-1648, 2009.

Adaptive methods in BCI research -- an introductory tutorial
Alois Schlögl, Carmen Vidaurre and Klaus-Robert Müller
In: The Frontiers Collection (2009) Springer .

Classification of artifactual ICA components
Michael Tangermann, Irene Winkler, Stefan Haufe and Benjamin Blankertz
Int J Bioelectromagnetism Volume 11, Number 2, pp. 110-114, 2009.

Towards a cure for BCI illiteracy: Machine-learning based co-adaptive learning
Carmen Vidaurre and Benjamin Blankertz
Brain Topography 2009.

Time domain parameters as a feature for EEG-based brain computer interfaces
Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz and Alois Schlögl
Neural Networks Volume 22, pp. 1313-1319, 2009.

Open database of epileptic EEG with MRI and postoperational assessment of foci — a real world verification for the EEG inverse solutions
Piotr Zwolinski, Marcin Roszkowski, Jaroslav Zygierewicz, Stefan Haufe, Guido Nolte and Piotr J Durka
Neuroinformatics Volume 8, Number 4, pp. 285-299, 2010. ISSN 1539-2791

Large-Scale EEG/MEG Source Localization with Spatial Flexibility
Stefan Haufe, Ryota Tomioka, Thorsten Dickhaus, Claudia Sannelli, Benjamin Blankertz, Guido Nolte and Klaus-Robert Müller
NeuroImage Volume 54, Number 2, pp. 851-859, 2011. ISSN 1053-8119

Localization of class-related mu-rhythm desynchronization in motor imagery based Brain-Computer Interface sessions
Stefan Haufe, Ryota Tomioka, Thorsten Dickhaus, Claudia Sannelli, Benjamin Blankertz, Guido Nolte and Klaus-Robert Müller
In: EMBC 2010, 31 Aug - 4 Sep 2010, Buenos Aires.

Neural Signatures Enhance Emergency Braking Intention Detection during Simulated Driving
Stefan Haufe, Tomioka Ryota, Guido Nolte, Klaus-Robert Müller and Motoaki Kawanabe
In: Bernstein Conference on Computational Neuroscience 2010, 27 Sep - 1 Oct 2010, Berlin.

Neural Signatures Enhance Emergency Braking Intention Detection during Simulated Driving
Stefan Haufe, Matthias Treder, Max Sagebaum, Manfred Gugler, Arne Ewald, Gabriel Curio and Benjamin Blankertz
In: ernstein Conference on Computational Neuroscience 2010, 27 Sep - 1 Oct 2010, Berlin.

Intramodal attentional processing during a monotonous car driving simulation: an EEG study
Manfred Gugler, Claudia Sannelli, Stefan Haufe, Ruth Schubert, Michael Schrauf, Wilhelm E Kincses, Michael Tangermann and Gabriel Curio
In: Annual Meeting of the Cognitive neuroscience Society, 17 - 20 Apr 2010, Montreal.

A critical assessment of connectivity measures for EEG data: a simulation study
Stefan Haufe, Vadim Nikulin, Klaus-Robert Müller and Guido Nolte
NeuroImage Volume 64, pp. 120-133, 2012.

Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses
Stefan Haufe, Vadim Nikulin and Michail Vrettas
In: Latent Variable Analysis and Signal Separation Lecture Notes in Computer Science , 7191 (7191). (2012) Springer , Berlin / Heidelberg , pp. 25-33.