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1

Turning negative into positives! Exploiting ‘negative’ results in Brain–Machine Interface (BMI) research

Lotte, Fabien, Jeunet, Camille, Chavarriaga, Ricardo, Bougrain, Laurent, Thompson, Dave E., Scherer, Reinhold, Mowla, Md Rakibul, Kübler, Andrea, Grosse-Wentrup, Moritz, Dijkstra, Karen, Dayan, Natali

Journal:

Brain-Computer Interfaces

Year:

2020

Language:

english

File:

PDF, 2.15 MB

english, 2020

2

[Lecture Notes in Computer Science] Machine Learning and Interpretation in Neuroimaging Volume 7263 ||

Langs, Georg, Rish, Irina, Grosse-Wentrup, Moritz, Murphy, Brian

Year:

2012

Language:

english

File:

PDF, 21.86 MB

english, 2012

3

[IEEE 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) - San Francisco, CA, USA (2019.3.20-2019.3.23)] 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER) - Feature extraction from the Hermitian manifold for Brain-Computer Interfaces

Xu, Jiachen, Jayaram, Vinay, Scholkopf, Bernhard, Grosse-Wentrup, Moritz

Year:

2019

Language:

english

File:

PDF, 794 KB

english, 2019

4

High gamma-power predicts performance in sensorimotor-rhythm brain–computer interfaces

Grosse-Wentrup, Moritz, Schölkopf, Bernhard

Journal:

Journal of Neural Engineering

Year:

2012

Language:

english

File:

PDF, 1.18 MB

english, 2012

5

Causal influence of gamma oscillations on the sensorimotor rhythm

Moritz Grosse-Wentrup, Bernhard Schölkopf, Jeremy Hill

Journal:

Year:

2011

Language:

english

File:

PDF, 950 KB

english, 2011

6

[IEEE 2013 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Philadelphia, PA, USA (2013.06.22-2013.06.24)] 2013 International Workshop on Pattern Recognition in Neuroimaging - How to Test the Quality of Reconstructed Sources in Independent Component Analysis (ICA) of EEG/MEG Data

Grosse-Wentrup, Moritz, Harmeling, Stefan, Zander, Thorsten, Hill, Jeremy, Scholkopf, Bernhard

Year:

2013

Language:

english

File:

PDF, 505 KB

english, 2013

7

[IEEE 2011 IEEE 12th International Conference on Rehabilitation Robotics: Reaching Users & the Community (ICORR 2011) - Zurich (2011.06.29-2011.07.1)] 2011 IEEE International Conference on Rehabilitation Robotics - Towards brain-robot interfaces in stroke rehabilitation

Gomez-Rodriguez, M., Grosse-Wentrup, M., Hill, J., Gharabaghi, A., Scholkopf, B., Peters, J.

Year:

2011

Language:

english

File:

PDF, 428 KB

english, 2011

8

Quantifying causal influences

Janzing, Dominik, Balduzzi, David, Grosse-Wentrup, Moritz, Schölkopf, Bernhard

Journal:

The Annals of Statistics

Year:

2013

Language:

english

File:

PDF, 219 KB

english, 2013

9

Causal interpretation rules for encoding and decoding models in neuroimaging

Weichwald, Sebastian, Meyer, Timm, Özdenizci, Ozan, Schölkopf, Bernhard, Ball, Tonio, Grosse-Wentrup, Moritz

Journal:

Year:

2015

Language:

english

File:

PDF, 1.40 MB

english, 2015

10

[IEEE 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Milan (2015.8.25-2015.8.29)] 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Is breathing rate a confounding variable in brain-computer interfaces (BCIs) based on EEG spectral power?

Ibarra Chaoul, Andrea, Grosse-Wentrup, Moritz

Year:

2015

Language:

english

File:

PDF, 952 KB

english, 2015

11

Food specific inhibitory control under negative mood in binge-eating disorder: Evidence from a multimethod approach*

Leehr, Elisabeth J., Schag, Kathrin, Dresler, Thomas, Grosse-Wentrup, Moritz, Hautzinger, Martin, Fallgatter, Andreas J., Zipfel, Stephan, Giel, Katrin E., Ehlis, Ann-Christine

Journal:

International Journal of Eating Disorders

Year:

2018

Language:

english

File:

PDF, 1.08 MB

english, 2018

12

Theory of mind in remitted bipolar disorder: Younger patients struggle in tasks of higher ecological validity

Feyerabend, Julia, Lüttke, Stefan, Grosse-Wentrup, Fabienne, Wolter, Sibylla, Hautzinger, Martin, Wolkenstein, Larissa

Journal:

Journal of Affective Disorders

Year:

2018

Language:

english

File:

PDF, 368 KB

english, 2018

13

Biased feedback in brain-computer interfaces

Álvaro Barbero, Moritz Grosse-Wentrup

Journal:

Journal of NeuroEngineering and Rehabilitation

Year:

2010

Language:

english

File:

PDF, 459 KB

english, 2010

14

The role of the striatum in adaptation learning: a computational model

Moritz Grosse-Wentrup, Jose L. Contreras-Vidal

Journal:

Biological Cybernetics

Year:

2007

Language:

english

File:

PDF, 1.26 MB

english, 2007

15

Overcomplete Independent Component Analysis via Linearly Constrained Minimum Variance Spatial Filtering

Moritz Grosse-Wentrup, Martin Buss

Journal:

Journal of Signal Processing Systems

Year:

2007

Language:

english

File:

PDF, 503 KB

english, 2007

16

Beamforming in Noninvasive Brain–Computer Interfaces

Grosse-Wentrup, M., Liefhold, C., Gramann, K., Buss, M.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2009

Language:

english

File:

PDF, 1019 KB

english, 2009

17

Multiclass Common Spatial Patterns and Information Theoretic Feature Extraction

Grosse-Wentrup, M., Buss, M.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2008

Language:

english

File:

PDF, 233 KB

english, 2008

18

[IEEE 2010 IEEE International Conference on Systems, Man and Cybernetics - SMC - Istanbul, Turkey (2010.10.10-2010.10.13)] 2010 IEEE International Conference on Systems, Man and Cybernetics - Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery

Gomez-Rodriguez, M., Peters, J., Hill, J., Scholkopf, B., Gharabaghi, A., Grosse-Wentrup, M.

Year:

2010

Language:

english

File:

PDF, 778 KB

english, 2010

19

[Lecture Notes in Computer Science] Machine Learning and Interpretation in Neuroimaging Volume 7263 || Pitfalls in EEG-Based Brain Effective Connectivity Analysis

Langs, Georg, Rish, Irina, Grosse-Wentrup, Moritz, Murphy, Brian

Year:

2012

Language:

english

File:

PDF, 4.53 MB

english, 2012

20

Critical issues in state-of-the-art brain–computer interface signal processing

Krusienski, Dean J, Grosse-Wentrup, Moritz, Galán, Ferran, Coyle, Damien, Miller, Kai J, Forney, Elliott, Anderson, Charles W

Journal:

Journal of Neural Engineering

Year:

2011

Language:

english

File:

PDF, 752 KB

english, 2011

21

Predicting motor learning performance from Electroencephalographic data

Meyer, Timm, Peters, Jan, Zander, Thorsten O, Schölkopf, Bernhard, Grosse-Wentrup, Moritz

Journal:

Journal of NeuroEngineering and Rehabilitation

Year:

2014

Language:

english

File:

PDF, 791 KB

english, 2014

22

Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery

Gomez-Rodriguez, M, Peters, J, Hill, J, Schölkopf, B, Gharabaghi, A, Grosse-Wentrup, M

Journal:

Journal of Neural Engineering

Year:

2011

Language:

english

File:

PDF, 1.81 MB

english, 2011

23

[IEEE 2014 4th International Workshop on Cognitive Information Processing (CIP) - Copenhagen, Denmark (2014.5.26-2014.5.28)] 2014 4th International Workshop on Cognitive Information Processing (CIP) - Decoding index finger position from EEG using random forests

Weichwald, Sebastian, Meyer, Timm, Scholkopf, Bernhard, Ball, Tonio, Grosse-Wentrup, Moritz

Year:

2014

Language:

english

File:

PDF, 1.20 MB

english, 2014

24

[IEEE 2011 5th International IEEE/EMBS Conference on Neural Engineering (NER) - Cancun, Mexico (2011.04.27-2011.05.1)] 2011 5th International IEEE/EMBS Conference on Neural Engineering - Fronto-parietal gamma-oscillations are a cause of performance variation in brain-computer interfacing

Grosse-Wentrup, Moritz

Year:

2011

Language:

english

File:

PDF, 338 KB

english, 2011

25

[IEEE 2014 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Tubingen, Germany (2014.6.4-2014.6.6)] 2014 International Workshop on Pattern Recognition in Neuroimaging - Causal and anti-causal learning in pattern recognition for neuroimaging

Weichwald, Sebastian, Scholkopf, Bernhard, Ball, Tonio, Grosse-Wentrup, Moritz

Year:

2014

Language:

english

File:

PDF, 169 KB

english, 2014

26

[IEEE 2010 First Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging (WBD) - Istanbul, Turkey (2010.08.22-2010.08.22)] 2010 First Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging - Epidural ECoG Online Decoding of Arm Movement Intention in Hemiparesis

Gomez-Rodriguez, M., Grosse-Wentrup, M., Peters, J., Naros, G., Hill, J., Scholkopf, B., Gharabaghi, A.

Year:

2010

Language:

english

File:

PDF, 269 KB

english, 2010

27

[IEEE 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2012) - Vilamoura-Algarve, Portugal (2012.10.7-2012.10.12)] 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems - A brain-robot interface for studying motor learning after stroke

Meyer, Timm, Peters, Jan, Brtz, Doris, Zander, Thorsten O., Scholkopf, Bernhard, Soekadar, Surjo R., Grosse-Wentrup, Moritz

Year:

2012

Language:

english

File:

PDF, 1.49 MB

english, 2012

28

[IEEE 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Minneapolis, MN (2009.09.3-2009.09.6)] 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Implicit Wiener series analysis of epileptic seizure recordings

Barbero, A., Franz, M., van Drongelen, W., Dorronsoro, J.R., Scholkopf, B., Grosse-Wentrup, M.

Year:

2009

Language:

english

File:

PDF, 517 KB

english, 2009

29

Subspace identification through blind source separation

Grosse-Wentrup, M., Buss, M.

Journal:

IEEE Signal Processing Letters

Year:

2006

Language:

english

File:

PDF, 195 KB

english, 2006

30

A brain–computer interface based on self-regulation of gamma-oscillations in the superior parietal cortex

Grosse-Wentrup, Moritz, Schölkopf, Bernhard

Journal:

Journal of Neural Engineering

Year:

2014

Language:

english

File:

PDF, 3.50 MB

english, 2014

31

Using brain–computer interfaces to induce neural plasticity and restore function

Grosse-Wentrup, Moritz, Mattia, Donatella, Oweiss, Karim

Journal:

Journal of Neural Engineering

Year:

2011

Language:

english

File:

PDF, 147 KB

english, 2011

32

[Lecture Notes in Computer Science] Machine Learning and Interpretation in Neuroimaging Volume 7263 || Beyond Brain Reading: Randomized Sparsity and Clustering to Simultaneously Predict and Identify

Langs, Georg, Rish, Irina, Grosse-Wentrup, Moritz, Murphy, Brian

Year:

2012

Language:

english

File:

PDF, 531 KB

english, 2012

33

[Lecture Notes in Computer Science] Machine Learning and Interpretation in Neuroimaging Volume 7263 || Categorized EEG Neurofeedback Performance Unveils Simultaneous fMRI Deep Brain Activation

Langs, Georg, Rish, Irina, Grosse-Wentrup, Moritz, Murphy, Brian

Year:

2012

Language:

english

File:

PDF, 1.11 MB

english, 2012

34

The Effect of Mutual Information on Independent Component Analysis in EEG/MEG Analysis: A Simulation Study

Neumann, A., Grosse-Wentrup, M., Buss, M., Gramann, K.

Journal:

International Journal of Neuroscience

Year:

2008

Language:

english

File:

PDF, 1.37 MB

english, 2008

35

[IEEE 2015 23th Signal Processing and Communications Applications Conference (SIU) - Malatya, Turkey (2015.5.16-2015.5.19)] 2015 23nd Signal Processing and Communications Applications Conference (SIU) - Adaptive neurofeedback on parieto-occipital cortex for motor learning performance

Ozdenizci, Ozan, Meyer, Timm, Cetin, Mujdat, Grosse-Wentrup, Moritz

Year:

2015

Language:

turkish

File:

PDF, 544 KB

turkish, 2015

36

Multisubject Learning for Common Spatial Patterns in Motor-Imagery BCI

Devlaminck, Dieter, Wyns, Bart, Grosse-Wentrup, Moritz, Otte, Georges, Santens, Patrick

Journal:

Computational Intelligence and Neuroscience

Year:

2011

Language:

english

File:

PDF, 632 KB

english, 2011

37

Technological Surveillance and Integrity Monitoring of Infusion Systems

D. Grosse-wentrup, U. M. Hoelscher

Year:

2015

Language:

english

File:

PDF, 138 KB

english, 2015

38

Identification of causal relations in neuroimaging data with latent confounders: An instrumental variable approach

Grosse-Wentrup, Moritz, Janzing, Dominik, Siegel, Markus, Schölkopf, Bernhard

Journal:

Year:

2015

Language:

english

File:

PDF, 1.71 MB

english, 2015

39

Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail

Jayaram, Vinay, Alamgir, Morteza, Altun, Yasemin, Scholkopf, Bernhard, Grosse-Wentrup, Moritz

Journal:

IEEE Computational Intelligence Magazine

Year:

2016

Language:

english

File:

PDF, 2.39 MB

english, 2016

40

[IEEE 2015 7th Computer Science and Electronic Engineering (CEEC) - Colchester, United Kingdom (2015.9.24-2015.9.25)] 2015 7th Computer Science and Electronic Engineering Conference (CEEC) - Towards cognitive brain-computer interfaces for patients with amyotrophic lateral sclerosis

Fomina, Tatiana, Scholkopf, Bernhard, Grosse-Wentrup, Moritz

Year:

2015

Language:

english

File:

PDF, 919 KB

english, 2015

41

[IEEE 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Milan (2015.8.25-2015.8.29)] 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Brain-computer interfacing in amyotrophic lateral sclerosis: Implications of a resting-state EEG analysis

Jayaram, Vinay, Widmann, Natalie, Forster, Christian, Fomina, Tatiana, Hohmann, Matthias, Muller vom Hagen, Jennifer, Synofzik, Matthis, Scholkopf, Bernhard, Schols, Ludger, Grosse-Wentrup, Moritz

Year:

2015

Language:

english

File:

PDF, 1.04 MB

english, 2015

42

[IEEE 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Milan (2015.8.25-2015.8.29)] 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Identification of the Default Mode Network with electroencephalography

Fomina, Tatiana, Hohmann, Matthias, Scholkopf, Bernhard, Grosse-Wentrup, Moritz

Year:

2015

Language:

english

File:

PDF, 2.63 MB

english, 2015

43

[IEEE 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Kowloon Tong, Hong Kong (2015.10.9-2015.10.12)] 2015 IEEE International Conference on Systems, Man, and Cybernetics - A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis

Hohmann, Matthias R., Fomina, Tatiana, Jayaram, Vinay, Widmann, Natalie, Forster, Christian, Hagen, Jennifer Muller vom, Synofzik, Matthis, Scholkopf, Bernhard, Schols, Ludger, Grosse-Wentrup, Moritz

Year:

2015

Language:

english

File:

PDF, 482 KB

english, 2015

44

[IEEE 2016 24th Signal Processing and Communication Application Conference (SIU) - Zonguldak, Turkey (2016.5.16-2016.5.19)] 2016 24th Signal Processing and Communication Application Conference (SIU) - Resting-state EEG correlates of motor learning performance in a force-field adaptation task

Ozdenizci, Ozan, Yalcin, Mustafa, Erdogan, Ahmetcan, Patoglu, Volkan, Grosse-Wentrup, Moritz, Cetin, Mujdat

Year:

2016

Language:

english

File:

PDF, 1.03 MB

english, 2016

45

Modulating attentional states by EEG-based neurofeedback

Grosse-Wentrup, Moritz

Journal:

Biomedical Engineering/ Biomedizinische Technik

Year:

2012

Language:

english

File:

PDF, 50 KB

english, 2012

46

Self-regulation of brain rhythms in the precuneus: a novel BCI paradigm for patients with ALS

Fomina, Tatiana, Lohmann, Gabriele, Erb, Michael, Ethofer, Thomas, Schölkopf, Bernhard, Grosse-Wentrup, Moritz

Journal:

Journal of Neural Engineering

Year:

2016

Language:

english

File:

PDF, 2.48 MB

english, 2016

47

[IEEE 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Budapest, Hungary (2016.10.9-2016.10.12)] 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Multi-task logistic regression in brain-computer interfaces

Fiebig, Karl-Heinz, Jayaram, Vinay, Peters, Jan, Grosse-Wentrup, Moritz

Year:

2016

Language:

english

File:

PDF, 5.50 MB

english, 2016

48

Electroencephalographic identifiers of motor adaptation learning

Ozdenizci, Ozan, Yalcin, Mustafa, Erdogan, Ahmetcan, Patoglu, Volkan, Grosse-Wentrup, Moritz, Cetin, Mujdat

Journal:

Journal of Neural Engineering

Year:

2017

Language:

english

File:

PDF, 1.49 MB

english, 2017

49

MERLiN: Mixture Effect Recovery in Linear Networks

Weichwald, Sebastian, Grosse-Wentrup, Moritz, Gretton, Arthur

Journal:

IEEE Journal of Selected Topics in Signal Processing

Year:

2016

Language:

english

File:

PDF, 2.79 MB

english, 2016

50

[IEEE ICASSP 2017 - 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - New Orleans, LA, USA (2017.3.5-2017.3.9)] 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Pre-movement contralateral EEG low beta power is modulated with motor adaptation learning

Ozdenizci, Ozan, Yalcin, Mustafa, Erdogan, Ahmetcan, Patoglu, Volkan, Grosse-Wentrup, Moritz, Cetin, Mujdat

Year:

2017

Language:

english

File:

PDF, 5.51 MB

english, 2017