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Moritz Grosse-Wentrup, Ph.D. - Publications

Affiliations: 
MPI for Intelligent Systems 
Area:
Brain-computer Interfaces
Website:
http://ei.is.tuebingen.mpg.de/person/moritzgw
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38 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 McDermott EJ, Metsomaa J, Belardinelli P, Grosse-Wentrup M, Ziemann U, Zrenner C. Predicting motor behavior: an efficient EEG signal processing pipeline to detect brain states with potential therapeutic relevance for VR-based neurorehabilitation. Virtual Reality. 27: 347-369. PMID 36915631 DOI: 10.1007/s10055-021-00538-x  0.33
2020 Xu J, Grosse-Wentrup M, Jayaram V. Tangent space spatial filters for interpretable and efficient Riemannian classification. Journal of Neural Engineering. PMID 32224508 DOI: 10.1088/1741-2552/Ab839E  0.334
2019 Mastakouri AA, Scholkopf B, Grosse-Wentrup M. Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 5902-5908. PMID 31947193 DOI: 10.1109/EMBC.2019.8856416  0.524
2018 Kellmeyer P, Grosse-Wentrup M, Schulze-Bonhage A, Ziemann U, Ball T. Electrophysiological correlates of neurodegeneration in motor and non-motor brain regions in amyotrophic lateral sclerosis - implications for brain-computer interfacing. Journal of Neural Engineering. PMID 29676287 DOI: 10.1088/1741-2552/Aabfa5  0.418
2017 Hohmann MR, Fomina T, Jayaram V, Emde T, Just J, Synofzik M, Schölkopf B, Schöls L, Grosse-Wentrup M. Case series: Slowing alpha rhythm in late-stage ALS patients. Clinical Neurophysiology : Official Journal of the International Federation of Clinical Neurophysiology. 129: 406-408. PMID 29291492 DOI: 10.1016/J.Clinph.2017.11.013  0.535
2017 Jayaram V, Hohmann M, Just J, Schölkopf B, Grosse-Wentrup M. Task-induced frequency modulation features for brain-computer interfacing. Journal of Neural Engineering. 14: 056015. PMID 28925374 DOI: 10.1088/1741-2552/Aa7778  0.545
2017 Fomina T, Weichwald S, Synofzik M, Just J, Schöls L, Schölkopf B, Grosse-Wentrup M. Absence of EEG correlates of self-referential processing depth in ALS. Plos One. 12: e0180136. PMID 28662161 DOI: 10.1371/Journal.Pone.0180136  0.538
2017 Ozdenizci O, Yalcin M, Erdogan A, Patoglu V, Grosse-Wentrup M, Cetin M. Electroencephalographic identifiers of motor adaptation learning. Journal of Neural Engineering. PMID 28367834 DOI: 10.1088/1741-2552/Aa6Abd  0.404
2016 Fomina T, Lohmann G, Erb M, Ethofer T, Schölkopf B, Grosse-Wentrup M. Self-regulation of brain rhythms in the precuneus: a novel BCI paradigm for patients with ALS. Journal of Neural Engineering. 13: 066021. PMID 27841159 DOI: 10.1088/1741-2560/13/6/066021  0.586
2016 Hohmann MR, Fomina T, Jayaram V, Widmann N, Förster C, Just J, Synofzik M, Schölkopf B, Schöls L, Grosse-Wentrup M. A cognitive brain-computer interface for patients with amyotrophic lateral sclerosis. Progress in Brain Research. 228: 221-39. PMID 27590971 DOI: 10.1016/Bs.Pbr.2016.04.022  0.443
2016 Hohmann MR, Fomina T, Jayaram V, Widmann N, Forster C, Vom Hagen JM, Synofzik M, Scholkopf B, Schols L, Grosse-Wentrup M. A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis Proceedings - 2015 Ieee International Conference On Systems, Man, and Cybernetics, Smc 2015. 3187-3191. DOI: 10.1109/SMC.2015.553  0.335
2016 Jayaram V, Alamgir M, Altun Y, Scholkopf B, Grosse-Wentrup M. Transfer Learning in Brain-Computer Interfaces Ieee Computational Intelligence Magazine. 11: 20-31. DOI: 10.1109/Mci.2015.2501545  0.369
2016 Weichwald S, Grosse-Wentrup M, Gretton A. MERLiN: Mixture Effect Recovery in Linear Networks Ieee Journal of Selected Topics in Signal Processing. 10: 1254-1266. DOI: 10.1109/Jstsp.2016.2601144  0.333
2015 Fomina T, Hohmann M, Scholkopf B, Grosse-Wentrup M. Identification of the Default Mode Network with electroencephalography. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 7566-7569. PMID 26738043 DOI: 10.1109/EMBC.2015.7320143  0.48
2015 Jayaram V, Widmann N, Forster C, Fomina T, Hohmann M, Muller Vom Hagen J, Synofzik M, Scholkopf B, Schols L, Grosse-Wentrup M. Brain-computer interfacing in amyotrophic lateral sclerosis: Implications of a resting-state EEG analysis. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 6979-6982. PMID 26737898 DOI: 10.1109/EMBC.2015.7319998  0.582
2015 Ibarra Chaoul A, Grosse-Wentrup M. Is breathing rate a confounding variable in brain-computer interfaces (BCIs) based on EEG spectral power? Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 1079-1082. PMID 26736452 DOI: 10.1109/EMBC.2015.7318552  0.32
2015 Grosse-Wentrup M, Janzing D, Siegel M, Schölkopf B. Identification of causal relations in neuroimaging data with latent confounders: An instrumental variable approach. Neuroimage. PMID 26518633 DOI: 10.1016/J.Neuroimage.2015.10.062  0.56
2015 Weichwald S, Meyer T, Özdenizci O, Schölkopf B, Ball T, Grosse-Wentrup M. Causal interpretation rules for encoding and decoding models in neuroimaging. Neuroimage. 110: 48-59. PMID 25623501 DOI: 10.1016/J.Neuroimage.2015.01.036  0.529
2015 Küffner R, Zach N, Norel R, Hawe J, Schoenfeld D, Wang L, Li G, Fang L, Mackey L, Hardiman O, Cudkowicz M, Sherman A, Ertaylan G, Grosse-Wentrup M, Hothorn T, et al. Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression. Nature Biotechnology. 33: 51-7. PMID 25362243 DOI: 10.1038/Nbt.3051  0.518
2014 Grosse-Wentrup M, Schölkopf B. A brain-computer interface based on self-regulation of gamma-oscillations in the superior parietal cortex. Journal of Neural Engineering. 11: 056015. PMID 25125446 DOI: 10.1088/1741-2560/11/5/056015  0.594
2014 Meyer T, Peters J, Zander TO, Schölkopf B, Grosse-Wentrup M. Predicting motor learning performance from Electroencephalographic data. Journal of Neuroengineering and Rehabilitation. 11: 24. PMID 24594233 DOI: 10.1186/1743-0003-11-24  0.603
2014 Weichwald S, Meyer T, Scholkopf B, Ball T, Grosse-Wentrup M. Decoding index finger position from EEG using random forests 4th International Workshop On Cognitive Information Processing - Proceedings of Cip 2014. DOI: 10.1109/Cip.2014.6844513  0.386
2013 Janzing D, Balduzzi D, Grosse-Wentrup M, Schölkopf B. Quantifying causal influences Annals of Statistics. 41: 2324-2358. DOI: 10.1214/13-Aos1145  0.497
2012 Grosse-Wentrup M, Schölkopf B. High γ-power predicts performance in sensorimotor-rhythm brain-computer interfaces. Journal of Neural Engineering. 9: 046001. PMID 22713543 DOI: 10.1088/1741-2560/9/4/046001  0.569
2011 Gomez-Rodriguez M, Grosse-Wentrup M, Hill J, Gharabaghi A, Scholkopf B, Peters J. Towards brain-robot interfaces in stroke rehabilitation. Ieee ... International Conference On Rehabilitation Robotics : [Proceedings]. 2011: 5975385. PMID 22275589 DOI: 10.1109/ICORR.2011.5975385  0.522
2011 Devlaminck D, Wyns B, Grosse-Wentrup M, Otte G, Santens P. Multisubject learning for common spatial patterns in motor-imagery BCI. Computational Intelligence and Neuroscience. 2011: 217987. PMID 22007194 DOI: 10.1155/2011/217987  0.352
2011 Gomez-Rodriguez M, Peters J, Hill J, Schölkopf B, Gharabaghi A, Grosse-Wentrup M. Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery. Journal of Neural Engineering. 8: 036005. PMID 21474878 DOI: 10.1088/1741-2560/8/3/036005  0.557
2011 Grosse-Wentrup M, Mattia D, Oweiss K. Using brain-computer interfaces to induce neural plasticity and restore function. Journal of Neural Engineering. 8: 025004. PMID 21436534 DOI: 10.1088/1741-2560/8/2/025004  0.348
2011 Krusienski DJ, Grosse-Wentrup M, Galán F, Coyle D, Miller KJ, Forney E, Anderson CW. Critical issues in state-of-the-art brain-computer interface signal processing. Journal of Neural Engineering. 8: 025002. PMID 21436519 DOI: 10.1088/1741-2560/8/2/025002  0.329
2011 Grosse-Wentrup M, Schölkopf B, Hill J. Causal influence of gamma oscillations on the sensorimotor rhythm. Neuroimage. 56: 837-42. PMID 20451626 DOI: 10.1016/J.Neuroimage.2010.04.265  0.57
2010 Barbero A, Grosse-Wentrup M. Biased feedback in brain-computer interfaces. Journal of Neuroengineering and Rehabilitation. 7: 34. PMID 20659350 DOI: 10.1186/1743-0003-7-34  0.386
2010 Gomez-Rodriguez M, Grosse-Wentrup M, Peters J, Naros G, Hill J, Schölkopf B, Gharabaghi A. Epidural ECoG online decoding of arm movement intention in hemiparesis Proceedings - Workshop On Brain Decoding: Pattern Recognition Challenges in Neuroimaging, Wbd 2010 - in Conjunction With Theinternational Conference On Pattern Recognition, Icpr 2010. 36-39. DOI: 10.1109/WBD.2010.17  0.454
2010 Gomez-Rodriguez M, Peterst J, Hin J, Schölkopf B, Gharabaghi A, Grosse-Wentrup M. Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery Conference Proceedings - Ieee International Conference On Systems, Man and Cybernetics. 121-126. DOI: 10.1109/ICSMC.2010.5642217  0.463
2009 Barbero A, Franz M, van Drongelen W, Dorronsoro JR, Schölkopf B, Grosse-Wentrup M. Implicit Wiener series analysis of epileptic seizure recordings. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2009: 5304-7. PMID 19963892 DOI: 10.1109/IEMBS.2009.5333080  0.457
2009 Grosse-Wentrup M, Liefhold C, Gramann K, Buss M. Beamforming in noninvasive brain-computer interfaces. Ieee Transactions On Bio-Medical Engineering. 56: 1209-19. PMID 19423426 DOI: 10.1109/Tbme.2008.2009768  0.367
2008 Neumann A, Grosse-Wentrup M, Buss M, Gramann K. The effect of mutual information on independent component analysis in EEG/MEG analysis: a simulation study. The International Journal of Neuroscience. 118: 1534-46. PMID 18853332 DOI: 10.1080/00207450802324655  0.305
2008 Grosse-Wentrup M, Buss M. Multiclass common spatial patterns and information theoretic feature extraction. Ieee Transactions On Bio-Medical Engineering. 55: 1991-2000. PMID 18632362 DOI: 10.1109/Tbme.2008.921154  0.315
2007 Grosse-Wentrup M, Contreras-Vidal JL. The role of the striatum in adaptation learning: a computational model. Biological Cybernetics. 96: 377-88. PMID 17364182 DOI: 10.1007/S00422-007-0142-8  0.359
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