Moritz Grosse-Wentrup

According to our database, Moritz Grosse-Wentrup authored at least 69 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Conversational Brain-Artificial Intelligence Interface.

Anja Meunier, Michal Robert Zák, Lucas Munz, Sofiya Garkot, Manuel Eder, Jiachen Xu, Moritz Grosse-Wentrup

CoRR, 2024

2023

PyTES: A Python toolbox for closed-loop transcranial electrical stimulation.

Jiachen Xu, Moritz Grosse-Wentrup

SoftwareX, July, 2023

Predicting motor behavior: an efficient EEG signal processing pipeline to detect brain states with potential therapeutic relevance for VR-based neurorehabilitation.

Eric James McDermott, Johanna Metsomaa, Paolo Belardinelli, Moritz Grosse-Wentrup, Ulf Ziemann, Christoph Zrenner

Virtual Real., March, 2023

CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning.

Pascal Weber, Lukas Miklautz, Akshey Kumar, Moritz Grosse-Wentrup, Claudia Plant

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Efficient SAGE Estimation via Causal Structure Learning.

Christoph Luther, Gunnar König, Moritz Grosse-Wentrup

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Improvement-Focused Causal Recourse (ICR).

Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations.

Alex Markham, Richeek Das, Moritz Grosse-Wentrup

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021

ArmSym: A Virtual Human-Robot Interaction Laboratory for Assistive Robotics.

Samuel Bustamante, Jan Peters, Bernhard Schölkopf, Moritz Grosse-Wentrup, Vinay Jayaram

IEEE Trans. Hum. Mach. Syst., 2021

Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states.

Federico Zilio, Javier Gomez-Pilar, Shumei Cao, Jun Zhang, Di Zang, Zengxin Qi, Jiaxing Tan, Tanigawa Hiromi, Xuehai Wu, Stuart M. Fogel, Zirui Huang, Matthias R. Hohmann, Tatiana Fomina, Matthis Synofzik, Moritz Grosse-Wentrup, Adrian M. Owen, Georg Northoff

NeuroImage, 2021

A Causal Perspective on Meaningful and Robust Algorithmic Recourse.

Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup

CoRR, 2021

Decomposition of Global Feature Importance into Direct and Associative Components (DEDACT).

Gunnar König, Timo Freiesleben, Bernd Bischl, Giuseppe Casalicchio, Moritz Grosse-Wentrup

CoRR, 2021

A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations.

Alex Markham, Moritz Grosse-Wentrup

CoRR, 2021

Distance Covariance: A Nonlinear Extension of Riemannian Geometry for EEG-based Brain-Computer Interfacing.

Jiachen Xu, Alex Markham, Anja Meunier, Philipp Raggam, Moritz Grosse-Wentrup

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets.

Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

2020

Pitfalls to Avoid when Interpreting Machine Learning Models.

Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl

CoRR, 2020

MYND: Unsupervised Evaluation of Novel BCI Control Strategies on Consumer Hardware.

Matthias R. Hohmann, Lisa Konieczny, Michelle Hackl, Brian Wirth, Talha Zaman, Raffi Enficiaud, Moritz Grosse-Wentrup, Bernhard Schölkopf

Proceedings of the UIST '20: The 33rd Annual ACM Symposium on User Interface Software and Technology, 2020

Measurement Dependence Inducing Latent Causal Models.

Alex Markham, Moritz Grosse-Wentrup

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

MeDIL: A Python Package for Causal Modelling.

Alex Markham, Aditya Chivukula, Moritz Grosse-Wentrup

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

Relative Feature Importance.

Gunnar König, Christoph Molnar, Bernd Bischl, Moritz Grosse-Wentrup

Proceedings of the 25th International Conference on Pattern Recognition, 2020

General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models.

Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl

Proceedings of the xxAI - Beyond Explainable AI, 2020

2019

Tangent space spatial filters for interpretable and efficient Riemannian classification.

Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram

CoRR, 2019

Neural Signatures of Motor Skill in the Resting Brain.

Ozan Özdenizci, Timm Meyer, Felix A. Wichmann, Jan Peters, Bernhard Schölkopf, Müjdat Çetin, Moritz Grosse-Wentrup

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Feature extraction from the Hermitian manifold for Brain-Computer Interfaces.

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

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Interpretable Riemannian Classification in Brain-Computer Interfacing.

Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance.

Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Moritz Grosse-Wentrup

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

MYND: A Platform for Large-scale Neuroscientific Studies.

Matthias R. Hohmann, Michelle Hackl, Brian Wirth, Talha Zaman, Raffi Enficiaud, Moritz Grosse-Wentrup, Bernhard Schölkopf

Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

The Elusive Goal of BCI-based Communication with CLIS-ALS Patients.

Moritz Grosse-Wentrup

Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

2017

Causal Consistency of Structural Equation Models.

Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Personalized brain-computer interface models for motor rehabilitation.

Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Frequency peak features for low-channel classification in motor imagery paradigms.

Vinay Jayaram, Bernhard Schölkopf, Moritz Grosse-Wentrup

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Pre-movement contralateral EEG low beta power is modulated with motor adaptation learning.

Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Correlations of motor Adaptation Learning and modulation of resting-State sensorimotor EEG Activity.

Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin

Proceedings of the From Vision to Reality, 2017

A Guided Task for Cognitive brain-Computer Interfaces.

Julia Moser, Matthias Hohmann, Bernhard Schölkopf, Moritz Grosse-Wentrup

Proceedings of the From Vision to Reality, 2017

Investigating Music imagery as a Cognitive Paradigm for low-Cost brain-Computer Interfaces.

Lukas Großberger, Matthias R. Hohmann, Jan Peters, Moritz Grosse-Wentrup

Proceedings of the From Vision to Reality, 2017

Closing One's eyes Affects amplitude modulation but not frequency modulation in a Cognitive BCI.

Marius Goerner, Bernhard Schölkopf, Moritz Grosse-Wentrup

Proceedings of the From Vision to Reality, 2017

Bayesian Regression for Artifact correction in Electroencephalography.

Karl-Heinz Fiebig, Vinay Jayaram, Thomas Hesse, Alexander Blank, Jan Peters, Moritz Grosse-Wentrup

Proceedings of the From Vision to Reality, 2017

2016

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

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

NeuroImage, 2016

MERLiN: Mixture Effect Recovery in Linear Networks.

Sebastian Weichwald, Moritz Grosse-Wentrup, Arthur Gretton

IEEE J. Sel. Top. Signal Process., 2016

Optimal Coding in Biological and Artificial Neural Networks.

Sebastian Weichwald, Tatiana Fomina, Bernhard Schölkopf, Moritz Grosse-Wentrup

CoRR, 2016

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

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

IEEE Comput. Intell. Mag., 2016

Multi-task logistic regression in brain-computer interfaces.

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

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Resting-state EEG correlates of motor learning performance in a force-field adaptation task.

Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data.

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

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016

2015

Causal interpretation rules for encoding and decoding models in neuroimaging.

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

NeuroImage, 2015

Transfer Learning in Brain-Computer Interfaces.

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

CoRR, 2015

A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis.

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

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Adaptive neurofeedback on parieto-occipital cortex for motor learning performance.

Ozan Özdenizci, Timm Meyer, Müjdat Çetin, Moritz Grosse-Wentrup

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Brain-computer interfacing in amyotrophic lateral sclerosis: Implications of a resting-state EEG analysis.

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Identification of the Default Mode Network with electroencephalography.

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Is breathing rate a confounding variable in brain-computer interfaces (BCIs) based on EEG spectral power?

Andrea Ibarra Chaoul, Moritz Grosse-Wentrup

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

The Influence of Decoding Accuracy on Perceived Control: A Simulated BCI Study.

Pouyan Rafiei Fard, Moritz Grosse-Wentrup

CoRR, 2014

Causal and anti-causal learning in pattern recognition for neuroimaging.

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

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Decoding index finger position from EEG using random forests.

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

Proceedings of the 4th International Workshop on Cognitive Information Processing, 2014

2013

How to Test the Quality of Reconstructed Sources in Independent Component Analysis (ICA) of EEG/MEG Data.

Moritz Grosse-Wentrup, Stefan Harmeling, Thorsten O. Zander, N. Jeremy Hill, Bernhard Schölkopf

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

2012

A brain-robot interface for studying motor learning after stroke.

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

Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

2011

Causal influence of gamma oscillations on the sensorimotor rhythm.

Moritz Grosse-Wentrup, Bernhard Schölkopf, N. Jeremy Hill

NeuroImage, 2011

Multisubject Learning for Common Spatial Patterns in Motor-Imagery BCI.

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

Comput. Intell. Neurosci., 2011

2010

Multitask Learning for Brain-Computer Interfaces.

Morteza Alamgir, Moritz Grosse-Wentrup, Yasemin Altun

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery.

Manuel Gomez-Rodriguez, Jan Peters, N. Jeremy Hill, Bernhard Schölkopf, Alireza Gharabaghi, Moritz Grosse-Wentrup

Proceedings of the IEEE International Conference on Systems, 2010

2009

Beamforming in Noninvasive Brain-Computer Interfaces.

Moritz Grosse-Wentrup, Christian Liefhold, Klaus Gramann, Martin Buss

IEEE Trans. Biomed. Eng., 2009

2008

Feature extraction in non-invasive brain-computer interfaces.

Moritz Grosse-Wentrup

PhD thesis, 2008

Multiclass Common Spatial Patterns and Information Theoretic Feature Extraction.

Moritz Grosse-Wentrup, Martin Buss

IEEE Trans. Biomed. Eng., 2008

Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing.

Moritz Grosse-Wentrup

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Overcomplete Independent Component Analysis via Linearly Constrained Minimum Variance Spatial Filtering.

Moritz Grosse-Wentrup, Martin Buss

J. VLSI Signal Process., 2007

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

Moritz Grosse-Wentrup, José L. Contreras-Vidal

Biol. Cybern., 2007

Comparison of Adaptive Spatial Filters with Heuristic and Optimized Region of Interest for EEG Based Brain-Computer-Interfaces.

Christian Liefhold, Moritz Grosse-Wentrup, Klaus Gramann, Martin Buss

Proceedings of the Pattern Recognition, 2007

2006

Subspace identification through blind source separation.

Moritz Grosse-Wentrup, Martin Buss

IEEE Signal Process. Lett., 2006

Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces.

Moritz Grosse-Wentrup, Klaus Gramann, Martin Buss

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Robust MEG Source Localization of Event Related Potentials: Identifying Relevant Sources by Non-Gaussianity.

Peter Breun, Moritz Grosse-Wentrup, Wolfgang Utschick, Martin Buss

Proceedings of the Pattern Recognition, 2006