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Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics

M. Brenner, F. Hess, G. Koppe, and D. Durstewitz. (2024)

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Georgia Karoutzou

Georgia Karyofylli

Georgia Frigge

Georgia Franzius

Georgia Apostolopulu

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Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series.D. Kramer, P. Bommer, D. Durstewitz, C. Tombolini, and G. Koppe. ICML, volume 162 of Proceedings of Machine Learning Research, page 11613-11633. PMLR, (2022)Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI.G. Koppe, H. Toutounji, P. Kirsch, S. Lis, and D. Durstewitz. PLoS Comput. Biol., (2019)Multimodal Teacher Forcing for Reconstructing Nonlinear Dynamical Systems.M. Brenner, G. Koppe, and D. Durstewitz. CoRR, (2022)Identifying nonlinear dynamical systems from multi-modal time series data.P. Bommer, D. Kramer, C. Tombolini, G. Koppe, and D. Durstewitz. CoRR, (2021)Inferring Dynamical Systems with Long-Range Dependencies through Line Attractor Regularization.D. Schmidt, G. Koppe, M. Beutelspacher, and D. Durstewitz. CoRR, (2019)Temporal unpredictability of a stimulus sequence affects brain activation differently depending on cognitive task demands.G. Koppe, H. Gruppe, G. Sammer, B. Gallhofer, P. Kirsch, and S. Lis. NeuroImage, (2014)Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies.D. Schmidt, G. Koppe, Z. Monfared, M. Beutelspacher, and D. Durstewitz. ICLR, OpenReview.net, (2021)Temporal unpredictability of a stimulus sequence and the processing of neutral and emotional stimuli.G. Koppe, A. Heidel, G. Sammer, M. Bohus, B. Gallhofer, P. Kirsch, and S. Lis. NeuroImage, (2015)Integrating Multimodal Data for Joint Generative Modeling of Complex DynamicsM. Brenner, F. Hess, G. Koppe, and D. Durstewitz. (2024)

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Disambiguation of "Koppe, Georgia"

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Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics

Please choose a person to relate this publication to

Georgia Karoutzou

Georgia Karyofylli

Georgia Frigge

Georgia Franzius

Georgia Apostolopulu

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Koppe, Georgia"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics

Please choose a person to relate this publication to

Georgia Karoutzou

Georgia Karyofylli

Georgia Frigge

Georgia Franzius

Georgia Apostolopulu

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics