Univ.-Prof. Dipl.-Ing. Dr. -Ing. Moritz Grosse-Wentrup
1090 Wien
Courses
Winter term 2026
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051130 VO Introductory Statistics
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052300 VU Foundations of Data Analysis
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052600 VU Signal and Image Processing
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311881 PR Scientific Practice in Neuroscience II
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500501 SE Doctoral Research Seminar - Data and Knowledge
Summer term 2026
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052300 VU Foundations of Data Analysis
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052600 VU Signal and Image Processing
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053021 LP Practical Course: Computer Science 1
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053031 LP Practical Course: Computer Science 2
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053049 SE Master Seminar
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053631 LP Data Analysis Project
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500501 SE Doctoral Research Seminar - Data and Knowledge
Winter term 2025
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051130 VO Introductory Statistics
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052300 VU Foundations of Data Analysis
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052600 VU Signal and Image Processing
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053021 LP Practical Course: Computer Science 1
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053031 LP Practical Course: Computer Science 2
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053049 SE Master Seminar
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500501 SE Doctoral Research Seminar - Data and Knowledge
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540019 SE Introduction to CoBeNe
Publications
General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models. / Molnar, Christoph (Corresponding author); König, Gunnar; Herbinger, Julia et al.
xxAI - Beyond Explainable AI: International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers. ed. / Andreas Holzinger; Randy Goebel; Ruth Fong; Taesup Moon; Klaus-Robert Müller; Wojciech Samek. 1. ed. Cham: Springer, 2022. p. 39-68 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Workshops of the eighth international brain–computer interface meeting: BCIs: the next frontier. / Huggins, Jane E. (Corresponding author); Krusienski, Dean; Vansteensel, Mariska J. et al.
In: Brain-Computer Interfaces, Vol. 9, No. 2, 08.02.2022, p. 69-101.
Publications: Contribution to journal › Article › Peer Reviewed
2021 BEETL competition: Advancing transfer learning for subject independence heterogenous EEG data sets. / Wei, Xiaoxi; Faisal, A. Aldo; Grosse-Wentrup, Moritz et al.
In: Proceedings of Machine Learning Research (PMLR), Vol. 176, 2022, p. 205-219.
Publications: Contribution to journal › Meeting abstract/Conference paper › Peer Reviewed
A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations. / Markham, Alex (Corresponding author); Das, Richeek; Grosse-Wentrup, Moritz.
In: Proceedings of Machine Learning Research (PMLR), Vol. 177, 2022, p. 542-558.
Publications: Contribution to journal › Meeting abstract/Conference paper › Peer Reviewed
ArmSym: a virtual human-robot interaction laboratory for assistive robotics. / Bustamante, Samuel; Peters, Jan; Schölkopf, Bernhard et al.
In: IEEE Transactions on Human-Machine Systems, Vol. 51, No. 6, 12.2021, p. 568-577.
Publications: Contribution to journal › Article › Peer Reviewed
A theory of algorithms and implementations and their relevance to cognitive science. / Meunier, Anja; Markham, Alex; Grosse-Wentrup, Moritz.
2021. 3268 Paper presented at 43rd Annual Meeting of the Cognitive Science Society, Wien, Austria.
Publications: Contribution to conference › Paper › Peer Reviewed
A Causal Perspective on Meaningful and Robust Algorithmic Recourse. / König, Gunnar (Corresponding author); Freiesleben, Timo; Grosse-Wentrup, Moritz.
2021. Paper presented at ICML Workshop on Algorithmic Recourse, Unknown.
Publications: Contribution to conference › Paper › Peer Reviewed
Decomposition of global feature importance into direct and associative components (DEDACT). / König, Gunnar; Freiesleben, Timo; Bischl, Bernd et al.
2021.
Publications: Working paper › Preprint
Are intrinsic neural timescales related to sensory processing? Evidence from abnormal behavioral states. / Zilio, Federico (Corresponding author); Gomez-Pilar, Javier; Cao, Shumei et al.
In: NeuroImage, Vol. 226, 117579, 01.02.2021.
Publications: Contribution to journal › Article › Peer Reviewed
Relative Feature Importance. / König, Gunnar; Molnar, Christoph; Bischl, Bernd et al.
2021. 9318-9325 Paper presented at 25th International Conference on Pattern Recognition, Mailand, Italy.
Publications: Contribution to conference › Paper › Peer Reviewed
Projects
Neuronal circuits in health and disease
Zimmer, M. (Project Lead), Harkany, T. (Co-Lead), Klausberger, T. (Co-Lead), Jonas, P. (Co-Lead), Novarino, G. (Co-Lead), Urban Avellaneda, N. (Co-Lead), Ferraguti, F. (Co-Lead), Grosse-Wentrup, M. (Co-Lead), Hummel, T. (Co-Lead), Lamm, C. (Co-Lead), Teßmar-Raible, K. (Co-Lead) & Martinez-Asenjo, B. (Admin)
1/12/24 → 30/11/29
Project: Research funding
An interdisciplinary approach to learn and test the causal mapping between neural network dynamics and behavior
Zimmer, M. (Project Lead), Grosse-Wentrup, M. (Co-Lead) & Tchumatchenko, T. (Co-Lead)
1/07/24 → 30/06/28
Project: Research funding
Talkback Function for Interactive Neuroadaptive Learning
Grosse-Wentrup, M. (Project Lead)
1/01/24 → 31/12/27
Project: Contract research
CausalXRL: Causal eXplanations in Reinforcement Learning
Grosse-Wentrup, M. (Project Lead)
1/08/21 → 31/07/24
Project: Research funding
ZENITH: ZEbrafish Neuroscience Interdisciplinary Training Hub
Grosse-Wentrup, M. (Project Lead)
1/10/19 → 30/09/23
Project: Research funding
Talks
Brain-AI Interfaces: The Convergence of Artificial and Biological Intelligence
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Computations on the Neuronal Manifold
Grosse-Wentrup, M. (Keynote speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Brain-Artificial Intelligence Interfaces (BAIs)
Grosse-Wentrup, M. (Keynote speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Bridging the Explanatory Gap between Neuronal Activity and Cognition through Multilevel Causal Modeling
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Brain-Artificial Intelligence Interfaces (BAIs)
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Artificial intelligence & brain-computer interfaces
Grosse-Wentrup, M. (Selected presenter)
Activity: Talks and presentations › Talk or oral contribution › Science to Public
Bridging the Explanatory Gap between Neuronal Activity and Cognition through Multilevel Causal Modeling
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Continual Causality - Panel discussion
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Workshop at the research group Neuro-ergonomics and human-factors (DCAS)
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Brain-Computer Interface: Separating Fact from Fiction
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Public
Brain-Artificial Intelligence Interfaces (BAIs)
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
A Causal Perspective on Interpretable Machine Learning
Grosse-Wentrup, M. (Keynote speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Bridging the explanatory gap between neuronal activity and cognition by multilevel causal modeling
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Bridging the Explanatory Gap between Neuronal Activity and Cognition by Multilevel Causal Modeling
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Brain-Artificial Intelligence Interfaces
Grosse-Wentrup, M. (Keynote speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Brain Artificial Intelligence Interfaces
Grosse-Wentrup, M. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
A tutorial on causal reasoning and inference
Grosse-Wentrup, M. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
How (not) to Interpret Multivariate Decoding Models in Neuroimaging
Grosse-Wentrup, M. (Keynote speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Brain-Artificial Intelligence Interfaces (BAIs)
Grosse-Wentrup, M. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
What can MVPA teach us about the brain?
Grosse-Wentrup, M. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Multilevel Causal Modeling: Towards Bridging the Explanatory Gap in Cognitive Neuroscience
Grosse-Wentrup, M. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
The Elusive Goal of BCI-based Communication with CLIS-ALS Patients
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Gedanken lesen durch Hirnströme? Die Zukunft von Gehirn- Computer Schnittstellen
Grosse-Wentrup, M. (Invited speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Brain-Artificial Intelligence Interface (BAIs)
Grosse-Wentrup, M. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Personalized Motor Rehabilitation
Grosse-Wentrup, M. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
The Elusive Goal of BCI-based Communication with CLIS-ALS Patients
Grosse-Wentrup, M. (Speaker)
Activity: Talks and presentations › Talk or oral contribution › Science to Science
Info
Hours:
By appointment.