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Dr.-Ing. Moritz Grosse-Wentrup

Address:	Spemannstr. 38 72076 Tübingen
Room number:	207
Phone:	+49 7071 601 547
Fax:	+49 7071 601 552
E-Mail:	moritz.grosse-wentrup

Picture of Grosse-Wentrup, Moritz, Dr.-Ing.

Moritz Grosse-Wentrup

Position: Senior Research Scientist Unit: Schölkopf

Overview
Curriculum Vitae
Publications

Please see http://brain-computer-interfaces.net for a description of my research.

Workshop links:

NIPS 2011 Workshop on Machine Learning and Interpretation in Neuroimaging

PASCAL2 Thematic Programme on Machine Learning in Neuroimaging

NIPS 2009 Workshop on Connectivity Inference in Neuroimaging

Code:

Matlab code for M. Grosse-Wentrup and M. Buss, "Multiclass Common Spatial Patterns and Information Theoretic Feature Extraction", IEEE Transactions on Biomedical Engineering, vol. 55(8), pp. 1991-2000, 2008.
Matlab code for M. Alamgir, M. Grosse-Wentrup and Y. Altun, "Multitask Learning for Brain-Computer Interfaces", JMLR Workshop and Conference Proceedings Volume 9: AISTATS 2010, Thirteenth International Conference on Artificial Intelligence and Statistics, MIT Press, Cambridge, MA, USA.

CV in PDF.

Articles (14):
•	Grosse-Wentrup M and Schölkopf B (May-2012) High gamma-power predicts performance in sensorimotor-rhythm brain–computer interfaces Journal of Neural Engineering . in press
•	Grosse-Wentrup M (September-2011) What are the Causes of Performance Variation in Brain-Computer Interfacing? International Journal of Bioelectromagnetism 13(3) 115-116.
•	Devlaminck D , Wyns B , Grosse-Wentrup M , Otte G and Santens P (August-2011) Multi-subject learning for common spatial patterns in motor-imagery BCI Computational Intelligence and Neuroscience 2011(217987) 1-9.
•	Gomez Rodriguez M , Peters J , Hill J , Schölkopf B , Gharabaghi A and Grosse-Wentrup M (June-2011) Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery Journal of Neural Engineering 8(3) 1-12.
•	Grosse-Wentrup M , Schölkopf B and Hill J (May-2011) Causal Influence of Gamma Oscillations on the Sensorimotor Rhythm NeuroImage 56(2) 837-842.
•	Krusienski DJ , Grosse-Wentrup M , Galan F , Coyle D , Miller KJ , Forney E and Anderson CW (April-2011) Critical issues in state-of-the-art brain–computer interface signal processing Journal of Neural Engineering 8(2) 1-8.
•	Grosse-Wentrup M , Mattia D and Oweiss K (April-2011) Using brain–computer interfaces to induce neural plasticity and restore function Journal of Neural Engineering 8(2) 1-5.
•	Barbero Jimenez A and Grosse-Wentrup M (July-2010) Biased Feedback in Brain-Computer Interfaces Journal of NeuroEngineering and Rehabilitation 7(34) 1-4.
•	Grosse-Wentrup M , Liefhold C , Gramann K and Buss M (April-2009) Beamforming in Noninvasive Brain-Computer Interfaces IEEE Transactions on Biomedical Engineering 56(4) 1209-1219.
•	Neumann A , Grosse-Wentrup M , Buss M and Gramann K (November-2008) The Effect of Mutual Information on Independent Component Analysis in EEG/MEG Analysis: A Simulation Study International Journal of Neuroscience 118(11) 1534-1546.
•	Grosse-Wentrup M and Buss M (August-2008) Multi-class Common Spatial Pattern and Information Theoretic Feature Extraction IEEE Transactions on Biomedical Engineering 55(8) 1991-2000.
•	Grosse-Wentrup M and Buss M (August-2007) Overcomplete Independent Component Analysis via Linearly Constrained Minimum Variance Spatial Filtering Journal of VLSI Signal Processing 48(1-2) 161-171.
•	Grosse-Wentrup M and Contreras-Vidal JL (April-2007) The role of the striatum in adaptation learning: a computational model Biological Cybernetics 96(4) 377-388.
•	Grosse-Wentrup M and Buss M (February-2006) Subspace identification through blind source separation IEEE Signal Processing Letters 13(2) 100-103.
Conference papers (16):
•	Grosse-Wentrup M (September-2011) Neurofeedback of Fronto-Parietal Gamma-Oscillations 5th International Brain-Computer Interface Conference (BCI 2011), Verlag der Technischen Universität Graz, Graz, Austria, 172-175.
•	Saab J , Battes B and Grosse-Wentrup M (September-2011) Simultaneous EEG Recordings with Dry and Wet Electrodes in Motor-Imagery 5th International Brain-Computer Interface Conference (BCI 2011), Verlag der Technischen Universität Graz, Graz, Austria, 312-315.
•	Gomez Rodriguez M , Grosse-Wentrup M , Hill J , Gharabaghi A , Schölkopf B and Peters J (July-2011) Towards Brain-Robot Interfaces in Stroke Rehabilitation 12th International Conference on Rehabilitation Robotics (ICORR 2011), IEEE, Piscataway, NJ, USA, 1-6.
•	Grosse-Wentrup M (May-2011) Fronto-Parietal Gamma-Oscillations are a Cause of Performance Variation in Brain-Computer Interfacing 5th International IEEE/EMBS Conference on Neural Engineering (NER 2011), IEEE, Piscataway, NJ, USA, 384-387.
•	Gomez Rodriguez M , Peters J , Hill J , Gharabaghi A , Schölkopf B and Grosse-Wentrup M (November-2010) Combining Real-Time Brain-Computer Interfacing and Robot Control for Stroke Rehabilitation Brain-Computer Interface Workshop at SIMPAR 2010: 2nd International Conference on Simulation, Modeling, and Programming for Autonomous Robots, 59-63.
•	Gomez Rodriguez M , Peters J , Hill J , Schölkopf B , Gharabaghi A and Grosse-Wentrup M (October-2010) Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery IEEE International Conference on Systems, Man and Cybernetics (SMC 2010), IEEE, Piscataway, NJ, USA, 121-126.
•	Peters J , Kober J , Mülling K , Krömer O , Nguyen-Tuong D , Wang Z , Rodriguez Gomez M and Grosse-Wentrup M (October-2010) Learning as a key ability for Human-Friendly Robots 3rd Workshop for Young Researchers on Human-Friendly Robotics (HFR 2010), 1-2.
•	Gomez Rodriguez M , Grosse-Wentrup M , Peters J , Naros G , Hill J , Schölkopf B and Gharabaghi A (August-2010) Epidural ECoG Online Decoding of Arm Movement Intention in Hemiparesis 1st ICPR Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging (ICPR WBD 2010), IEEE, Piscataway, NJ, USA, 36-39.
•	Alamgir M , Grosse-Wentrup M and Altun Y (May-2010) Multitask Learning for Brain-Computer Interfaces In: JMLR Workshop and Conference Proceedings Volume 9: AISTATS 2010, Thirteenth International Conference on Artificial Intelligence and Statistics, JMLR, Cambridge, MA, USA, 17-24.
•	Barbero Jimenez A , Franz MO , Drongelen WV , Dorronsoro JR , Schölkopf B and Grosse-Wentrup M (September-2009) Implicit Wiener Series Analysis of Epileptic Seizure Recordings In: EMBC 2009, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE Service Center, Piscataway, NJ, USA, 5304-5307.
•	Grosse-Wentrup M (June-2009) Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing In: Advances in neural information processing systems 21, Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Curran, Red Hook, NY, USA, 561-568.
•	Eren SE , Grosse-Wentrup M and Buss M (October-2007) Unsupervised Classification for non-invasive Brain-Computer-Interfaces In: Automed 2007, Automed Workshop 2007, VDI Verlag, Düsseldorf, Germany, 65-66.
•	Grosse-Wentrup M , Gramann K and Buss M (September-2007) Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces In: Advances in Neural Information Processing Systems 19, Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), MIT Press, Cambridge, MA, USA, 537-544.
•	Liefhold C , Grosse-Wentrup M , Gramann K and Buss M (September-2007) Comparison of Adaptive Spatial Filters with Heuristic and Optimized Region of Interest for EEG Based Brain-Computer-Interfaces In: Pattern Recognition, 29th Annual Symposium of the German Association for Pattern Recognition, Springer, Berlin, Germany, 274-283.
•	Breun P , Grosse-Wentrup M , Utschick W and Buss M (September-2006) Robust MEG Source Localization of Event Related Potentials: Identifying Relevant Sources by Non-Gaussianity In: DAGM 2006, 28th Annual Symposium of the German Association for Pattern Recognition, Springer, Berlin, Germany, 394-403.
•	Grosse-Wentrup M (March-2005) EEG Source Localization for Brain-Computer-Interfaces In: 2nd International IEEE EMBS Conference on Neural Engineering, 2nd International IEEE EMBS Conference on Neural Engineering, IEEE, 128-131.
Technical reports (1):
•	Grosse-Wentrup M and Schölkopf B : High Gamma-Power Predicts Performance in Brain-Computer Interfacing, 3, Max-Planck-Institut für Intelligente Systeme, Tübingen, (February-2012).
Posters (3):
•	Grosse-Wentrup M , Hill J and Schölkopf B (June-2010): Causal Influence of Gamma Oscillations on Performance in Brain-Computer Interfaces, 4th International BCI Meeting, Asilomar, CA, USA, 4th International BCI Meeting 2010, 4(P-1).
•	Alamgir M , Grosse-Wentrup M and Altun Y (June-2010): Multi-task Learning for Zero Training Brain-Computer Interfaces, 4th International BCI Meeting, Asilomar, CA, USA, 4th International BCI Meeting, 4(H-2).
•	Liefhold C and Grosse-Wentrup M (July-8-2009): Informative Brain Regions during Motor Imagery: Evidence from Four Normal and One ALS Subject, Berlin BCI Workshop 2009, 1 1.
Talks (1):
•	Gomez Rodriguez M , Grosse-Wentrup M , Hill J , Peters J , Schölkopf B and Gharabaghi A (June-2010): BCI and robotics framework for stroke rehabilitation, 4th International BCI Meeting, Asilomar, CA, USA.