Items where Author is "Grosse-Wentrup, Moritz"

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Number of items: 33.

Journal Paper

  • Benchmarking brain–computer interface algorithms: Riemannian approaches vs convolutional neural networks
    Eder, Manuel and Xu, Jiachen and Grosse-Wentrup, Moritz ISSN 1741-2560 (2024)

  • PyTES: A Python toolbox for closed-loop transcranial electrical stimulation
    Xu, Jiachen and Grosse-Wentrup, Moritz SoftwareX, 23. p. 101403 Elsevier B.V. (2023)

  • Workshops of the eighth international brain–computer interface meeting: BCIs: the next frontier
    Huggins, Jane E. and Krusienski, Dean and Vansteensel, Mariska J. and Valeriani, Davide and Thelen, Antonia and Stavisky, Sergey and Norton, James J.S. and Nijholt, Anton and Müller-Putz, Gernot and Kosmyna, Nataliya and Korczowski, Louis and Kapeller, Christoph and Herff, Christian and Halder, Sebastian and Guger, Christoph and Grosse-Wentrup, Moritz and Gaunt, Robert and Dusang, Aliceson Nicole and Clisson, Pierre and Chavarriaga, Ricardo and Anderson, Charles W. and Allison, Brendan and Aksenova, Tetiana and Aarnoutse, Erik ISSN 2326-2621 Taylor & Francis online (2022)

  • ArmSym: a virtual human-robot interaction laboratory for assistive robotics
    Bustamante, Samuel and Peters, Jan and Schölkopf, Bernhard and Grosse-Wentrup, Moritz and Jayaram, Vinay pp. 1-10 ISSN 2168-2291 IEEE (2021)

  • Predicting motor behavior: an efficient EEG signal processing pipeline to detect brain states with potential therapeutic relevance for VR-based neurorehabilitation
    McDermott, Eric J. and Metsomaa, Johanna and Belardinelli, Paolo and Grosse-Wentrup, Moritz and Ziemann, Ulf and Zrenner, Christoph ISSN 1359-4338 Springer (2021)

  • Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states
    Zilio, Federico and Gomez-Pilar, Javier and Cao, Shumei and Zhang, Jun and Zang, Di and Qi, Zengxin and Tan, Jiaxing and Hiromi, Tanigawa and Wu, Xuehai and Fogel, Stuart and Huang, Zirui and Hohmann, Matthias R. and Fomina, Tatiana and Synofzik, Matthias and Grosse-Wentrup, Moritz and Owen, Adrian M. and Northoff, Georg ISSN 1053-8119 Elsevier (2021)

  • Tangent space spatial filters for interpretable and efficient Riemannian classification
    Xu, Jiachen and Grosse-Wentrup, Moritz and Vinay, Jayaram pp. 1-15 ISSN DOI 10.1088/1741-2552/ab839 IOPscience (2020)

  • Turning negative into positives! Exploiting ‘negative’ results in Brain–Machine Interface (BMI) research
    Lotte, Fabien and Jeunet, Camille and Chavarriaga, Ricardo and Bougrain, Laurent and Thompson, Dave E. and Scherer, Reinhold and Mowla, Md Rakibul and Kübler, Andrea and Grosse-Wentrup, Moritz and Dijkstra, Karen and Dayan, Natalie pp. 1-12 ISSN DOI 10.1080/2326263X.2019.1697143 Taylor & Francis (2020)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning
    Weber, Pascal and Miklautz, Lukas and Kumar, Akshey and Grosse-Wentrup, Moritz and Plant, Claudia In: 10th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2023, Thessaloniki, Greece, October 9-13, 2023 , 9-13 Oct 2023 , Thessaloniki, Greece (2023)

  • Predicting high-quality movements in post-stroke motor rehabilitation from EEG
    Raggam, Philipp and Zrenner, Christoph and McDermott, Eric James and Ziemann, Ulf and Grosse-Wentrup, Moritz In: 10th International BCI Meeting , 06-09 Jun 2023 , Brussels, Belgium (2023)

  • Improvement-focused causal recourse (ICR)
    König, Gunnar and Freiesleben, Timo and Grosse-Wentrup, Moritz In: The 37th AAAI Conference on Artificial Intelligence , 07-14 Feb 2023 , Washington, DC, USA (2023)

  • Efficient SAGE estimation via causal structure learning
    Luther, Christoph and König, Gunnar and Grosse-Wentrup, Moritz In: 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023 , 25-27 Apr 2023 , Palau de Congressos, Valencia, Spain (2023)

  • Learning cognitive state representations from neuronal and behavioural data
    Kumar, Akshey and Gilra, Aditya and Grosse-Wentrup, Moritz In: Conference on Cognitive Computational Neuroscience 2023 , 24-27 Aug 2023 , Oxford, UK (2023)

  • Preliminary study of neurophysiological correlates of movement quality in stroke rehabilitation
    Bergant, Ajda and Pavlov, Tisa and Raggam, Philipp and Grosse-Wentrup, Moritz In: Neuroergonomics Conference 2021 , 11-16 Sept 2021 , Online (2023)

  • A mathematical framework for bridging Marr’s levels
    Meunier, Anja and Grosse-Wentrup, Moritz In: Conference on Cognitive Computational Neuroscience 2022 , 25-28 Aug 2022 , San Francisco, California, USA (2022)

  • 2021 BEETL competition: Advancing transfer learning for subject independence & heterogenous EEG data sets
    Wei, Xiaoxi and Faisal, A. Aldo and Grosse-Wentrup, Moritz and Gramfort, Alexandre and Chevallier, Sylvain and Jayaram, Vinay and Jeunet, Camille and Bakas, Stylianos and Ludwig, Siegfried and Barmpas, Konstantinos and Bahri, Mehdi and Panagakis, Yannis and Laskaris, Nikolaos and Adamos, Dimitrios A. and Zafeiriou, Stefanos and Duong, William C. and Gordon, Stephen M. and Lawhern, Vernon J. and Śliwowski, Maciej and Rouanne, Vincent and Tempczyk, Piotr In: Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021) , 6-14 Dec 2021 , virtual event (2022)

  • A distance covariance-based kernel for nonlinear causal clustering in heterogeneous populations
    Markham, Alex and Das, Richeek and Grosse-Wentrup, Moritz In: 1st conference on Causal Learning and Reasoning (CLeaR) 2022 , 11-13 Apr 2022 , Eureka, CA, USA (2022)

  • Distance Covariance: A Nonlinear Extension of Riemannian Geometry for EEG-Based Brain-Computer Interfacing
    Xu, Jiachen and Markham, Alex and Meunier, Anja and Raggam, Philipp and Grosse-Wentrup, Moritz In: 2021 IEEE International Conference on Systems, Man, and Cybernetics , 17-20 Oct 2021 , virtual (2021)

  • A Causal Perspective on Meaningful and Robust Algorithmic Recourse
    König, Gunnar and Freiesleben, Timo and Grosse-Wentrup, Moritz In: ICML Workshop on Algorithmic Recourse , July 24, 2021 , Virtual (2021)

  • Relative Feature Importance
    König, Gunnar and Molnar, Christoph and Bischl, Bernd and Grosse-Wentrup, Moritz In: 2020 25th International Conference On Pattern Recognition , 10.-15.01.2021 , Virtual Event (2021)

  • A theory of algorithms and implementations and their relevance to cognitive science
    Meunier, Anja and Markham, Alex and Grosse-Wentrup, Moritz In: CogSci 2021 – 43rd Annual Meeting of the Cognitive Science Society , 26-29 July 2021 , Online (2021)

  • MYND: Unsupervised Evaluation of Novel BCI Control Strategies on Consumer Hardware
    Hohmann, Matthias R. and Konieczny, Lisa and Hackl, Michelle and Wirth, Brian and Zaman, Talha and Enficiaud, Raffi and Grosse-Wentrup, Moritz and Schölkopf, Bernhard In: ACM Symposium on User Interface Software and Technology (UIST) 2020 , 20.-23.10.2020 , Virtual Event (2020)

  • MeDIL: A Python Package for Causal Modelling
    Markham, Alex and Chivukula, Aditya and Grosse-Wentrup, Moritz In: PGM 2020 - The 10th International Conference on Probabilistic Graphical Models , 23.-25.09.2020 , Aalborg (2020)

  • Measurement dependence inducing latent causal models
    Markham, Alex and Grosse-Wentrup, Moritz In: 36th Conference in Uncertainty in Artificial Intelligence (UAI) 2020 , 3-6 Aug 2020 , virtual event (2020)

  • Pitfalls to Avoid when Interpreting Machine Learning Models
    Molnar, Christoph and König, Gunnar and Herbinger, Julia and Freiesleben, Timo and Dandl, Susanne and Scholbeck, Christian A. and Casalicchio, Giuseppe and Grosse-Wentrup, Moritz and Bischl, Bernd In: XXAI: Extending Explainable AI Beyond Deep Models and Classifiers, ICML 2020 Workshop , 18th of July, 2020 , Virtually (2020)

  • A Causal Semantics for the Edge Clique Cover Problem
    Markham, Alex and Grosse-Wentrup, Moritz In: Graphical Models: Conditional Independence and Algebraic Structures, 2019 , 23.-25.10.2019 , TUM München (2019)

  • Neural Signatures of Motor Skill in the Resting Brain
    Özdenizci, Ozan and Meyer, Timm and Wichmann, Felix and Peters, Jan and Schölkopf, Bernhard and Çetin, Müjdat and Grosse-Wentrup, Moritz In: IEEE International Conference on Systems, Man, and Cybernetics 2019 , 6.-9.10.2019 , Bari, Italien (2019)

  • Interpretable Riemannian Classification in Brain-Computer Interfacing
    Xu, Jiachen and Grosse-Wentrup, Moritz and Jayaram, Vinay In: Graz BCI Conference 2019 , 16.-20.9.2019 , Graz, Österreich (2019)

  • Beta Power May Mediate the Effect of Gamma-TACS on Motor Performance
    Mastakouri, Atalanti A. and Schölkopf, Bernhard and Grosse-Wentrup, Moritz In: The Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2019 (EMBC) , 23.-27.7.2019 , Berlin (2019)

  • MYND: A Platform for Large-scale Neuroscientific Studies
    Hohmann, Matthias R. and Hackl, Michelle and Wirth, Brian and Zaman, Talha and Enficiaud, Raffi and Grosse-Wentrup, Moritz and Schölkopf, Bernhard In: 2019 CHI Conference on Human Factors in Computing Systems , 4-9 May 2019 , Glasgow, Scotland, UK (2019)

  • Feature extraction from the Hermitian manifold for Brain-Computer Interfaces
    Xu, Jiachen and Jayaram, Vinay and Schölkopf, Bernhard and Grosse-Wentrup, Moritz In: International IEEE EMBS Conference on Neural Engineering 2019 , 20.-23.3.2019 , San Francisco, USA (2019)

  • The Elusive Goal of BCI-based Communication with CLIS-ALS Patients
    Grosse-Wentrup, Moritz In: The 7th International Winter Conference on Brain-Computer Interface (BCI2019) , 18.-20.2.2019 , Gang'weondo, South Korea (2019)

    • Book Section/Chapter

  • General pitfalls of model-agnostic interpretation methods for machine learning models
    Molnar, Christoph and König, Gunnar and Herbinger, Julia and Freiesleben, Timo and Dandl, Susanne and Scholbeck, Christian A. and Casalicchio, Giuseppe and Grosse-Wentrup, Moritz and Bischl, Bernd In: xxAI - Beyond Explainable AI. Springer, Cham, pp. 39-68 (2022)

    • This list was generated on Tue Dec 3 18:46:25 2024 CET.
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