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
Matthias R. HohmannMax Planck Institute for Intelligent SystemsVerified email at student.uni-tuebingen.de
Ozan ÖzdenizciGraz University of TechnologyVerified email at tugraz.at
Alireza GharabaghiDirector, Institute 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
Yasemin AltunGoogle ResearchVerified email at google.com
Morteza AlamgirVerified email at informatik.uni-hamburg.de
Dominik JanzingAmazon Development Center, TuebingenVerified email at amazon.com
Mujdat CetinUniversity of RochesterVerified email at rochester.edu
Tonio BallHead of Neuromedical AI Lab FreiburgVerified 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	349	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	313	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	223	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	214	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	214*	2010
Quantifying causal influences D Janzing, D Balduzzi, M Grosse-Wentrup, B Schölkopf The Annals of Statistics 41 (5), 2324-2358, 2013	184	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	182	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	177	2009
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	170	2015
Causal influence of gamma oscillations on the sensorimotor rhythm M Grosse-Wentrup, B Schölkopf, J Hill NeuroImage 56 (2), 837-842, 2011	134	2011
Biased feedback in brain-computer interfaces Á Barbero, M Grosse-Wentrup Journal of neuroengineering and rehabilitation 7 (34), 1-4, 2010	127	2010
Multi-task learning for Brain-Computer Interfaces M Alamgir, M Grosse-Wentrup, Y Altun	118	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	105	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	91	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	87	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
A review of performance variations in SMR-based Brain− Computer interfaces (BCIs) M Grosse-Wentrup, B Schölkopf Brain-Computer Interface Research, 39-51, 2013	52	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	52	2008
Causal consistency of structural equation models PK Rubenstein, S Weichwald, S Bongers, JM Mooij, D Janzing, ... arXiv preprint arXiv:1707.00819, 2017	44	2017
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	42	2016

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