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
Neuro-Cognitive Multilevel Causal Modeling: A Framework that Bridges the Explanatory Gap between Neuronal Activity and Cognition. / Grosse-Wentrup, Moritz (Corresponding author); Kumar, Akshey; Meunier, Anja et al.
bioRxiv, 2023. p. 1.
Publications: Working paper › Preprint
BunDLe-Net: Neuronal Manifold Learning Meets Behaviour. / Kumar, Akshey; Gilra, Aditya; Gonzalez Soto, Mauricio et al.
bioRxiv, 2023. p. 1.
Publications: Working paper › Preprint
Learning cognitive state representations from neuronal and behavioural data. / Kumar, Akshey; Gilra, Aditya; Grosse-Wentrup, Moritz.
Conference on Cognitive Computational Neuroscience 2023. 2023.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
PyTES: A Python toolbox for closed-loop transcranial electrical stimulation. / Xu, Jiachen; Grosse-Wentrup, Moritz.
In: SoftwareX, Vol. 23, 101403, 07.2023.
Publications: Contribution to journal › Article › Peer Reviewed
Improvement-focused causal recourse (ICR). / König, Gunnar; Freiesleben, Timo; Grosse-Wentrup, Moritz.
2023. 11847-11855 Paper presented at The 37th AAAI Conference on Artificial Intelligence, Washington, District of Columbia, United States.
Publications: Contribution to conference › Paper › Peer Reviewed
Predicting high-quality movements in post-stroke motor rehabilitation from EEG. / Raggam, Philipp; Zrenner, Christoph; McDermott, Eric J. et al.
2023. 10th International BCI Meeting, Brussels, Belgium.
Publications: Contribution to conference › Other contribution to conference › Peer Reviewed
Efficient SAGE Estimation via Causal Structure Learning. / Luther, Christoph; König, Gunnar; Grosse-Wentrup, Moritz.
In: Proceedings of Machine Learning Research (PMLR), Vol. 206, 25.04.2023, p. 11650-11670.
Publications: Contribution to journal › Meeting abstract/Conference paper › Peer Reviewed
Predicting motor behavior: an efficient EEG signal processing pipeline to detect brain states with potential therapeutic relevance for VR-based neurorehabilitation. / McDermott, Eric J.; Metsomaa, Johanna; Paolo, Belardinelli et al.
In: Virtual Reality, Vol. 27, No. 1, 03.2023, p. 347-369.
Publications: Contribution to journal › Article › Peer Reviewed
CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning. / Weber, Pascal; Miklautz, Lukas; Kumar, Akshey et al.
The 10th IEEE International Conference on Data Science and Advanced Analytics. 2023.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
A mathematical framework for bridging Marr’s levels. / Meunier, Anja; Grosse-Wentrup, Moritz.
2022. 635-637 Paper presented at Conference on Cognitive Computational Neuroscience 2022, San Francisco, California, United States.
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.