Moritz Grosse-Wentrup

86 papers A* 2A 5B 10Misc 1Journal 37Unranked 29

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Auditory Conversational BAI: A Feasibility Study. CoRR Michal Robert Zák, Moritz Grosse-Wentrup
2025	B	`conf`	Auditory Tagging: Improving Performance of Auditory Brain-Computer Interfaces by Modulating Stimuli. SMC Michal Robert Zák, Moritz Grosse-Wentrup
2024	J	`jnl`	A Conversational Brain-Artificial Intelligence Interface. CoRR Anja Meunier, Michal Robert Zák, Lucas Munz, Sofiya Garkot, Manuel Eder, Jiachen Xu, Moritz Grosse-Wentrup
2024	—	`conf`	Exploring Artificial Neural Network Models for c-VEP Decoding in a Brain-Artificial Intelligence Interface. BIBM Zhengqing Miao, Anja Meunier, Michal Robert Zák, Moritz Grosse-Wentrup
2024	J	`jnl`	Neuro-cognitive multilevel causal modeling: A framework that bridges the explanatory gap between neuronal activity and cognition. PLoS Comput. Biol. Moritz Grosse-Wentrup, Akshey Kumar, Anja Meunier, Manuel Zimmer
2023	B	`conf`	CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning. DSAA Pascal Weber, Lukas Miklautz, Akshey Kumar, Moritz Grosse-Wentrup, Claudia Plant
2023	A	`conf`	Efficient SAGE Estimation via Causal Structure Learning. AISTATS Christoph Luther, Gunnar König, Moritz Grosse-Wentrup
2023	J	`jnl`	Efficient SAGE Estimation via Causal Structure Learning. CoRR Christoph Luther, Gunnar König, Moritz Grosse-Wentrup
2023	A*	`conf`	Improvement-Focused Causal Recourse (ICR). AAAI Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup
2023	J	`jnl`	Predicting motor behavior: an efficient EEG signal processing pipeline to detect brain states with potential therapeutic relevance for VR-based neurorehabilitation. Virtual Real. Eric James McDermott, Johanna Metsomaa, Paolo Belardinelli, Moritz Grosse-Wentrup, Ulf Ziemann, Christoph Zrenner
2023	J	`jnl`	PyTES: A Python toolbox for closed-loop transcranial electrical stimulation. SoftwareX Jiachen Xu, Moritz Grosse-Wentrup
2022	J	`jnl`	2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. CoRR 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
2022	—	`conf`	A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations. CLeaR Alex Markham, Richeek Das, Moritz Grosse-Wentrup
2022	J	`jnl`	Improvement-Focused Causal Recourse (ICR). CoRR Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup
2021	—	`conf`	2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. NeurIPS (Competition and Demos) 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
2021	J	`jnl`	A Causal Perspective on Meaningful and Robust Algorithmic Recourse. CoRR Gunnar König, Timo Freiesleben, Moritz Grosse-Wentrup
2021	J	`jnl`	A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations. CoRR Alex Markham, Moritz Grosse-Wentrup
2021	B	`conf`	A theory of algorithms and implementations and their relevance to cognitive science. CogSci Anja Meunier, Alex Markham, Moritz Grosse-Wentrup
2021	J	`jnl`	Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states. NeuroImage 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
2021	J	`jnl`	ArmSym: A Virtual Human-Robot Interaction Laboratory for Assistive Robotics. IEEE Trans. Hum. Mach. Syst. Samuel Bustamante-Gomez, Jan Peters, Bernhard Schölkopf, Moritz Grosse-Wentrup, Vinay Jayaram
2021	J	`jnl`	Decomposition of Global Feature Importance into Direct and Associative Components (DEDACT). CoRR Gunnar König, Timo Freiesleben, Bernd Bischl, Giuseppe Casalicchio, Moritz Grosse-Wentrup
2021	B	`conf`	Distance Covariance: A Nonlinear Extension of Riemannian Geometry for EEG-based Brain-Computer Interfacing. SMC Jiachen Xu, Alex Markham, Anja Meunier, Philipp Raggam, Moritz Grosse-Wentrup
2020	—	`conf`	General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models. xxAI@ICML Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl
2020	A*	`conf`	MYND: Unsupervised Evaluation of Novel BCI Control Strategies on Consumer Hardware. UIST Matthias R. Hohmann, Lisa Konieczny, Michelle Hackl, Brian Wirth, Talha Zaman, Raffi Enficiaud, Moritz Grosse-Wentrup, Bernhard Schölkopf
2020	J	`jnl`	MYND: Unsupervised Evaluation of Novel BCI Control Strategies on Consumer Hardware. CoRR Matthias R. Hohmann, Lisa Konieczny, Michelle Hackl, Brian Wirth, Talha Zaman, Raffi Enficiaud, Moritz Grosse-Wentrup, Bernhard Schölkopf
2020	—	`conf`	MeDIL: A Python Package for Causal Modelling. PGM Alex Markham, Aditya Chivukula, Moritz Grosse-Wentrup
2020	A	`conf`	Measurement Dependence Inducing Latent Causal Models. UAI Alex Markham, Moritz Grosse-Wentrup
2020	J	`jnl`	Pitfalls to Avoid when Interpreting Machine Learning Models. CoRR Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl
2020	B	`conf`	Relative Feature Importance. ICPR Gunnar König, Christoph Molnar, Bernd Bischl, Moritz Grosse-Wentrup
2020	J	`jnl`	Relative Feature Importance. CoRR Gunnar König, Christoph Molnar, Bernd Bischl, Moritz Grosse-Wentrup
2019	—	`conf`	Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance. EMBC Atalanti-Anastasia Mastakouri, Bernhard Schölkopf, Moritz Grosse-Wentrup
2019	—	`conf`	Feature extraction from the Hermitian manifold for Brain-Computer Interfaces. NER Jiachen Xu, Vinay Jayaram, Bernhard Schölkopf, Moritz Grosse-Wentrup
2019	—	`conf`	Interpretable Riemannian Classification in Brain-Computer Interfacing. GBCIC Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram
2019	—	`conf`	MYND: A Platform for Large-scale Neuroscientific Studies. CHI Extended Abstracts Matthias R. Hohmann, Michelle Hackl, Brian Wirth, Talha Zaman, Raffi Enficiaud, Moritz Grosse-Wentrup, Bernhard Schölkopf
2019	J	`jnl`	Measurement Dependence Inducing Latent Causal Models. CoRR Alex Markham, Moritz Grosse-Wentrup
2019	B	`conf`	Neural Signatures of Motor Skill in the Resting Brain. SMC Ozan Özdenizci, Timm Meyer, Felix A. Wichmann, Jan Peters, Bernhard Schölkopf, Müjdat Çetin, Moritz Grosse-Wentrup
2019	J	`jnl`	Tangent space spatial filters for interpretable and efficient Riemannian classification. CoRR Jiachen Xu, Moritz Grosse-Wentrup, Vinay Jayaram
2019	—	`conf`	The Elusive Goal of BCI-based Communication with CLIS-ALS Patients. BCI Moritz Grosse-Wentrup
2017	—	`conf`	A Guided Task for Cognitive brain-Computer Interfaces. GBCIC Julia Moser, Matthias Hohmann, Bernhard Schölkopf, Moritz Grosse-Wentrup
2017	—	`conf`	Bayesian Regression for Artifact correction in Electroencephalography. GBCIC Karl-Heinz Fiebig, Vinay Jayaram, Thomas Hesse, Alexander Blank, Jan Peters, Moritz Grosse-Wentrup
2017	A	`conf`	Causal Consistency of Structural Equation Models. UAI Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf
2017	J	`jnl`	Causal Consistency of Structural Equation Models. CoRR Paul K. Rubenstein, Sebastian Weichwald, Stephan Bongers, Joris M. Mooij, Dominik Janzing, Moritz Grosse-Wentrup, Bernhard Schölkopf
2017	—	`conf`	Closing One's eyes Affects amplitude modulation but not frequency modulation in a Cognitive BCI. GBCIC Marius Goerner, Bernhard Schölkopf, Moritz Grosse-Wentrup
2017	—	`conf`	Correlations of motor Adaptation Learning and modulation of resting-State sensorimotor EEG Activity. GBCIC Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
2017	—	`conf`	Frequency peak features for low-channel classification in motor imagery paradigms. NER Vinay Jayaram, Bernhard Schölkopf, Moritz Grosse-Wentrup
2017	—	`conf`	Investigating Music imagery as a Cognitive Paradigm for low-Cost brain-Computer Interfaces. GBCIC Lukas Großberger, Matthias R. Hohmann, Jan Peters, Moritz Grosse-Wentrup
2017	J	`jnl`	Personalized Brain-Computer Interface Models for Motor Rehabilitation. CoRR Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup
2017	B	`conf`	Personalized brain-computer interface models for motor rehabilitation. SMC Anastasia-Atalanti Mastakouri, Sebastian Weichwald, Ozan Özdenizci, Timm Meyer, Bernhard Schölkopf, Moritz Grosse-Wentrup
2017	Misc	`conf`	Pre-movement contralateral EEG low beta power is modulated with motor adaptation learning. ICASSP Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
2016	J	`jnl`	Identification of causal relations in neuroimaging data with latent confounders: An instrumental variable approach. NeuroImage Moritz Grosse-Wentrup, Dominik Janzing, Markus Siegel, Bernhard Schölkopf
2016	J	`jnl`	MERLiN: Mixture Effect Recovery in Linear Networks. IEEE J. Sel. Top. Signal Process. Sebastian Weichwald, Moritz Grosse-Wentrup, Arthur Gretton
2016	B	`conf`	Multi-task logistic regression in brain-computer interfaces. SMC Karl-Heinz Fiebig, Vinay Jayaram, Jan Peters, Moritz Grosse-Wentrup
2016	J	`jnl`	Optimal Coding in Biological and Artificial Neural Networks. CoRR Sebastian Weichwald, Tatiana Fomina, Bernhard Schölkopf, Moritz Grosse-Wentrup
2016	—	`conf`	Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data. PRNI Sebastian Weichwald, Arthur Gretton, Bernhard Schölkopf, Moritz Grosse-Wentrup
2016	J	`jnl`	Recovery of non-linear cause-effect relationships from linearly mixed neuroimaging data. CoRR Sebastian Weichwald, Arthur Gretton, Bernhard Schölkopf, Moritz Grosse-Wentrup
2016	—	`conf`	Resting-state EEG correlates of motor learning performance in a force-field adaptation task. SIU Ozan Özdenizci, Mustafa Yalcin, Ahmetcan Erdogan, Volkan Patoglu, Moritz Grosse-Wentrup, Müjdat Çetin
2016	J	`jnl`	Transfer Learning in Brain-Computer Interfaces Abstract\uFFFDThe performance of brain-computer interfaces (BCIs) improves with the amount of avail. IEEE Comput. Intell. Mag. Vinay Jayaram, Morteza Alamgir, Yasemin Altun, Bernhard Schölkopf, Moritz Grosse-Wentrup
2015	B	`conf`	A Cognitive Brain-Computer Interface for Patients with Amyotrophic Lateral Sclerosis. SMC Matthias R. Hohmann, Tatiana Fomina, Vinay Jayaram, Natalie Widmann, Christian Forster, Jennifer Muller vom Hagen, Matthis Synofzik, Bernhard Schölkopf, Ludger Schöls, Moritz Grosse-Wentrup
2015	—	`conf`	Adaptive neurofeedback on parieto-occipital cortex for motor learning performance. SIU Ozan Özdenizci, Timm Meyer, Müjdat Çetin, Moritz Grosse-Wentrup
2015	—	`conf`	Brain-computer interfacing in amyotrophic lateral sclerosis: Implications of a resting-state EEG analysis. EMBC Vinay Jayaram, Natalie Widmann, Christian Forster, Tatiana Fomina, Matthias Hohmann, Jennifer Muller vom Hagen, Matthis Synofzik, Bernhard Schölkopf, Ludger Schöls, Moritz Grosse-Wentrup
2015	J	`jnl`	Causal and anti-causal learning in pattern recognition for neuroimaging. CoRR Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2015	J	`jnl`	Causal interpretation rules for encoding and decoding models in neuroimaging. CoRR Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2015	J	`jnl`	Causal interpretation rules for encoding and decoding models in neuroimaging. NeuroImage Sebastian Weichwald, Timm Meyer, Ozan Özdenizci, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2015	—	`conf`	Identification of the Default Mode Network with electroencephalography. EMBC Tatiana Fomina, Matthias Hohmann, Bernhard Schölkopf, Moritz Grosse-Wentrup
2015	—	`conf`	Is breathing rate a confounding variable in brain-computer interfaces (BCIs) based on EEG spectral power? EMBC Andrea Ibarra Chaoul, Moritz Grosse-Wentrup
2015	J	`jnl`	Transfer Learning in Brain-Computer Interfaces. CoRR Vinay Jayaram, Morteza Alamgir, Yasemin Altun, Bernhard Schölkopf, Moritz Grosse-Wentrup
2014	—	`conf`	Causal and anti-causal learning in pattern recognition for neuroimaging. PRNI Sebastian Weichwald, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2014	—	`conf`	Decoding index finger position from EEG using random forests. CIP Sebastian Weichwald, Timm Meyer, Bernhard Schölkopf, Tonio Ball, Moritz Grosse-Wentrup
2014	J	`jnl`	The Influence of Decoding Accuracy on Perceived Control: A Simulated BCI Study. CoRR Pouyan Rafiei Fard, Moritz Grosse-Wentrup
2013	—	`conf`	How to Test the Quality of Reconstructed Sources in Independent Component Analysis (ICA) of EEG/MEG Data. PRNI Moritz Grosse-Wentrup, Stefan Harmeling, Thorsten O. Zander, N. Jeremy Hill, Bernhard Schölkopf
2012	A	`conf`	A brain-robot interface for studying motor learning after stroke. IROS Timm Meyer, Jan Peters, Doris Brtz, Thorsten O. Zander, Bernhard Schölkopf, Surjo R. Soekadar, Moritz Grosse-Wentrup
2012	—	`ed.`	Machine Learning and Interpretation in Neuroimaging - International Workshop, MLINI 2011, Held at NIPS 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Contributions MLINI Georg Langs, Irina Rish, Moritz Grosse-Wentrup, Brian Murphy
2011	J	`jnl`	Causal influence of gamma oscillations on the sensorimotor rhythm. NeuroImage Moritz Grosse-Wentrup, Bernhard Schölkopf, N. Jeremy Hill
2011	J	`jnl`	Multisubject Learning for Common Spatial Patterns in Motor-Imagery BCI. Comput. Intell. Neurosci. Dieter Devlaminck, Bart Wyns, Moritz Grosse-Wentrup, Georges Otte, Patrick Santens
2010	B	`conf`	Closing the sensorimotor loop: Haptic feedback facilitates decoding of arm movement imagery. SMC Manuel Gomez-Rodriguez, Jan Peters, N. Jeremy Hill, Bernhard Schölkopf, Alireza Gharabaghi, Moritz Grosse-Wentrup
2010	A	`conf`	Multitask Learning for Brain-Computer Interfaces. AISTATS Morteza Alamgir, Moritz Grosse-Wentrup, Yasemin Altun
2009	J	`jnl`	Beamforming in Noninvasive Brain-Computer Interfaces. IEEE Trans. Biomed. Eng. Moritz Grosse-Wentrup, Christian Liefhold, Klaus Gramann, Martin Buss
2008	—	`—`	Feature extraction in non-invasive brain-computer interfaces. Moritz Grosse-Wentrup
2008	J	`jnl`	Multiclass Common Spatial Patterns and Information Theoretic Feature Extraction. IEEE Trans. Biomed. Eng. Moritz Grosse-Wentrup, Martin Buss
2008	—	`conf`	Understanding Brain Connectivity Patterns during Motor Imagery for Brain-Computer Interfacing. NIPS Moritz Grosse-Wentrup
2007	—	`conf`	Comparison of Adaptive Spatial Filters with Heuristic and Optimized Region of Interest for EEG Based Brain-Computer-Interfaces. DAGM-Symposium Christian Liefhold, Moritz Grosse-Wentrup, Klaus Gramann, Martin Buss
2007	J	`jnl`	Overcomplete Independent Component Analysis via Linearly Constrained Minimum Variance Spatial Filtering. J. VLSI Signal Process. Moritz Grosse-Wentrup, Martin Buss
2007	J	`jnl`	The role of the striatum in adaptation learning: a computational model. Biol. Cybern. Moritz Grosse-Wentrup, José L. Contreras-Vidal
2006	—	`conf`	Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces. NIPS Moritz Grosse-Wentrup, Klaus Gramann, Martin Buss
2006	—	`conf`	Robust MEG Source Localization of Event Related Potentials: Identifying Relevant Sources by Non-Gaussianity. DAGM-Symposium Peter Breun, Moritz Grosse-Wentrup, Wolfgang Utschick, Martin Buss
2006	J	`jnl`	Subspace identification through blind source separation. IEEE Signal Process. Lett. Moritz Grosse-Wentrup, Martin Buss