Moritz Grosse-Wentrup

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Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems; Professor at ETH Zürich, and DistinguishedVerified email at tuebingen.mpg.de
Jan PetersProfessor for Intelligent Autonomous Systems at Technische Universität DarmstadtVerified email at ias.tu-darmstadt.de
Vinay JayaramPhD Student, MPI for Intelligent SystemsVerified email at tue.mpg.de
Jeremy HillResearch Scientist, Burke Neurological Institute and Blythedale Children's HospitalVerified email at med.cornell.edu
Sebastian WeichwaldUniversity of Copenhagen / formerly Max Planck Institute for Intelligent Systems, ETH ZurichVerified email at math.ku.dk
Ozan ÖzdenizciGraz University of TechnologyVerified email at tugraz.at
Matthias R. HohmannMax Planck Institute for Intelligent SystemsVerified email at student.uni-tuebingen.de
Alireza GharabaghiProfessor, University of TuebingenVerified email at uni-tuebingen.de
Klaus GramannTechnische Universität BerlinVerified email at tu-berlin.de
Manuel Gomez RodriguezFaculty, Max Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org
Dominik JanzingAmazon Development Center, TuebingenVerified email at amazon.com
Yasemin AltunGoogle ResearchVerified email at google.com
Morteza AlamgirVerified email at informatik.uni-hamburg.de
Tonio BallHead of Neuromedical AI Lab FreiburgVerified email at uniklinik-freiburg.de
Mujdat CetinUniversity of RochesterVerified email at rochester.edu
Thorsten O. ZanderLichtenberg Professor for Neuroadaptive Human-Computer Interaction at TU BrandenburgVerified email at b-tu.de
David BalduzziXTX MarketsVerified email at google.com
Álvaro BarberoUniversidad Autónoma de Madrid, Instituto de Ingeniería del ConocimientoVerified email at inv.uam.es
Karim OweissProfessor of Electrical and Computer Eng., Biomedical Eng. and Neuroscience, Univ. of FloridaVerified email at ufl.edu
kai joshua millerNeurosurgery, Mayo ClinicVerified email at mayo.edu

Moritz Grosse-Wentrup

University of Vienna

Verified email at univie.ac.at - Homepage

Machine Learning Signal Processing Neural Engineering Brain-Computer Interfaces Causal Inference


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Multiclass common spatial patterns and information theoretic feature extraction M Grosse-Wentrup, M Buss Biomedical Engineering, IEEE Transactions on 55 (8), 1991-2000, 2008	320	2008
Transfer learning in brain-computer interfaces V Jayaram, M Alamgir, Y Altun, B Scholkopf, M Grosse-Wentrup IEEE Computational Intelligence Magazine 11 (1), 20-31, 2016	256	2016
Using brain–computer interfaces to induce neural plasticity and restore function M Grosse-Wentrup, D Mattia, K Oweiss Journal of Neural Engineering 8, 025004, 2011	206	2011
Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery M Gomez-Rodriguez, J Peters, J Hill, B Schölkopf, A Gharabaghi, ... Journal of Neural Engineering 8, 036005, 2011	201	2011
Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery M Gomez-Rodriguez, J Peters, J Hill, B Schölkopf, A Gharabaghi, ... Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on …, 2010	201*	2010
Critical issues in state-of-the-art brain–computer interface signal processing DJ Krusienski, M Grosse-Wentrup, F Galán, D Coyle, KJ Miller, E Forney, ... Journal of neural engineering 8 (2), 025002, 2011	176	2011
Beamforming in Noninvasive Brain–Computer Interfaces M Grosse-Wentrup, C Liefhold, K Gramann, M Buss Biomedical Engineering, IEEE Transactions on 56 (4), 1209-1219, 2009	171	2009
Quantifying causal influences D Janzing, D Balduzzi, M Grosse-Wentrup, B Schölkopf The Annals of Statistics 41 (5), 2324-2358, 2013	165	2013
Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression R Küffner, N Zach, R Norel, J Hawe, D Schoenfeld, L Wang, G Li, L Fang, ... Nature biotechnology 33 (1), 51-57, 2015	160	2015
Causal influence of gamma oscillations on the sensorimotor rhythm M Grosse-Wentrup, B Schölkopf, J Hill NeuroImage 56 (2), 837-842, 2011	123	2011
Biased feedback in brain-computer interfaces Á Barbero, M Grosse-Wentrup Journal of neuroengineering and rehabilitation 7 (34), 1-4, 2010	118	2010
Multi-task learning for Brain-Computer Interfaces M Alamgir, M Grosse-Wentrup, Y Altun	112	2009
Multisubject learning for common spatial patterns in motor-imagery BCI D Devlaminck, B Wyns, M Grosse-Wentrup, G Otte, P Santens Computational intelligence and neuroscience 2011, 2011	101	2011
High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces M Grosse-Wentrup, B Schölkopf Journal of Neural Engineering 55, 1991-2000, 2012	84	2012
Causal interpretation rules for encoding and decoding models in neuroimaging S Weichwald, T Meyer, O Özdenizci, B Schölkopf, T Ball, ... Neuroimage 110, 48-59, 2015	76	2015
Towards brain-robot interfaces in stroke rehabilitation M Gomez-Rodriguez, M Grosse-Wentrup, J Hill, A Gharabaghi, ... Rehabilitation Robotics (ICORR), 2011 IEEE International Conference on, 1-6, 2011	70	2011
A review of performance variations in SMR-based Brain− Computer interfaces (BCIs) M Grosse-Wentrup, B Schölkopf Brain-Computer Interface Research, 39-51, 2013	50	2013
Understanding brain connectivity patterns during motor imagery for brain-computer interfacing M Grosse-Wentrup Advances in Neural Information Processing Systems (NIPS) 21, 561 568, 2008	47	2008
Identification of causal relations in neuroimaging data with latent confounders: An instrumental variable approach M Grosse-Wentrup, D Janzing, M Siegel, B Schölkopf NeuroImage 125, 825-833, 2016	38	2016
A brain–computer interface based on self-regulation of gamma-oscillations in the superior parietal cortex M Grosse-Wentrup, B Schölkopf Journal of neural engineering 11 (5), 056015, 2014	37	2014

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