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 HillNational Center for Adaptive Neurotechnologies; Stratton VA Medical Center, Albany, NY, USAVerified email at med.cornell.edu
Sebastian WeichwaldUniversity of Copenhagen / formerly Max Planck Institute for Intelligent Systems, ETH ZurichVerified email at math.ku.dk
Matthias R. HohmannMax Planck Institute for Intelligent SystemsVerified email at student.uni-tuebingen.de
Ozan ÖzdenizciGraz University of TechnologyVerified email at tugraz.at
Alireza GharabaghiInstitute for Neuromodulation and Neurotechnology, 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
Mujdat CetinUniversity of RochesterVerified email at rochester.edu
Tonio BallNeuromedical AI Lab Uni Freiburg, NeuroMentum AI (CEO)Verified email at uniklinik-freiburg.de
Thorsten O. ZanderLichtenberg Professor for Neuroadaptive Human-Computer Interaction at TU BrandenburgVerified email at b-tu.de
David BalduzziXTX MarketsVerified email at google.com
Charles Andersonprofessor of computer science, Colorado State University. Founder Pattern Exploration, LLC.Verified email at colostate.edu
Dean KrusienskiProfessor of Biomedical Engineering, Virginia Commonwealth UniversityVerified email at vcu.edu
Álvaro Barbero JiménezUniversidad Autónoma de Madrid, Instituto de Ingeniería del ConocimientoVerified email at inv.uam.es

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	372	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	354	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	238	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	227	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	227*	2010
Quantifying causal influences D Janzing, D Balduzzi, M Grosse-Wentrup, B Schölkopf	212	2013
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	187	2011
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	184	2015
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	181	2009
Causal influence of gamma oscillations on the sensorimotor rhythm M Grosse-Wentrup, B Schölkopf, J Hill NeuroImage 56 (2), 837-842, 2011	135	2011
Biased feedback in brain-computer interfaces Á Barbero, M Grosse-Wentrup Journal of neuroengineering and rehabilitation 7 (34), 1-4, 2010	132	2010
Multi-task learning for Brain-Computer Interfaces M Alamgir, M Grosse-Wentrup, Y Altun	119	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, 8-8, 2011	110	2011
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	97	2015
High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces M Grosse-Wentrup, B Schölkopf Journal of Neural Engineering 55, 1991-2000, 2012	89	2012
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	82	2011
Causal consistency of structural equation models PK Rubenstein, S Weichwald, S Bongers, JM Mooij, D Janzing, ... arXiv preprint arXiv:1707.00819, 2017	59	2017
A review of performance variations in SMR-based Brain− Computer interfaces (BCIs) M Grosse-Wentrup, B Schölkopf Brain-Computer Interface Research: A State-of-the-Art Summary, 39-51, 2013	55	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	54	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	46	2016

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