@article{UBHD-68303421,
  author={Balaguer-Ballester, Emili and Durstewitz, Daniel},
  title={Editorial: Metastable dynamics of neural ensembles},
  year={2018},
  pages={2 S.},
  language={eng},
  issn={1662-5137},
  volume={11(2018) Artikel-Nummer 99},
  number={2 Seiten},
  note={Gesehen am 10.09.2018},
  journal={Frontiers in systems neuroscience},
  doi={10.3389/fnsys.2017.00099},
}
@article{UBHD-69320929,
  author={Brenner, Manuel and Durstewitz, Daniel},
  title={Krisenhafte Ver{\"a}nderungen in Gehirn und Psyche},
  year={2024},
  pages={1013-1023},
  language={ger},
  issn={1433-0407},
  volume={95},
  number={11},
  note={Gesehen am 21.03.2025},
  journal={Der Nervenarzt},
  doi={10.1007/s00115-024-01770-x},
}
@article{UBHD-69300045,
  author={Chen, Jiarui and Benedyk, Anastasia and Moldavski, Alexander and Tost, Heike and Meyer-Lindenberg, Andreas and Braun, Urs and Durstewitz, Daniel and Koppe, Georgia and Schwarz, Emanuel},
  title={Quantifying brain-functional dynamics using deep dynamical systems},
  subtitle={technical considerations},
  year={2024},
  pages={13 S.},
  language={eng},
  issn={2589-0042},
  volume={27},
  note={Gesehen am 04.02.2025},
  journal={iScience},
  doi={10.1016/j.isci.2024.110545},
}
@article{UBHD-68220053,
  author={Demanuele, Charmaine and Kirsch, Peter and Zink, Mathias and Meyer-Lindenberg, Andreas and Durstewitz, Daniel},
  title={Area-specific information processing in prefrontal cortex during a probabilistic inference task},
  subtitle={a multivariate fMRI BOLD time series analysis},
  year={2015},
  pages={14 S.},
  language={eng},
  issn={1932-6203},
  volume={10(2015},
  note={Gesehen am 14.02.2018},
  journal={PLOS ONE},
  doi={10.1371/journal.pone.0135424},
}
@article{UBHD-69103488,
  author={Domanski, Aleksander and Kucewicz, Michal T. and Russo, Eleonora and Tricklebank, Mark D. and Robinson, Emma S. J. and Durstewitz, Daniel and Jones, Matt W.},
  title={Distinct hippocampal-prefrontal neural assemblies coordinate memory encoding, maintenance, and recall},
  year={2023},
  pages={21 S.},
  language={eng},
  issn={1879-0445},
  volume={33(2021},
  note={Gesehen am 01.08.2023},
  journal={Current biology},
  doi={10.1016/j.cub.2023.02.029},
}
@article{UBHD-69075853,
  author={Durstewitz, Daniel and Vittoz, Nicole M. and Floresco, Stan B. and Seamans, Jeremy K.},
  title={Abrupt transitions between prefrontal neural ensemble states accompany behavioral transitions during rule learning},
  year={2010},
  pages={438-448},
  language={eng},
  issn={1097-4199},
  volume={66},
  number={3 vom: Mai},
  note={Gesehen am 15.05.2023},
  journal={Neuron},
  doi={10.1016/j.neuron.2010.03.029},
}
@book{UBHD-68175002,
  author={Durstewitz, Daniel},
  title={Advanced Data Analysis in Neuroscience},
  subtitle={Integrating Statistical and Computational Models},
  publisher={Springer},
  address={Cham},
  year={2017},
  pages={Online-Ressource (XXV, 292 p. 76 illus., 66 illus. in color, online resource)},
  language={eng},
  isbn={978-3-319-59976-2},
  series={SpringerLink : B{\"u}cher},
  doi={10.1007/978-3-319-59976-2},
  url={http://dx.doi.org/10.1007/978-3-319-59976-2},
  library={UB},
}
@book{UBHD-68183276,
  author={Durstewitz, Daniel},
  title={Advanced data analysis in neuroscience},
  subtitle={integrating statistical and computational models},
  publisher={Springer},
  address={Cham, Switzerland},
  year={2017},
  pages={xxv, 292 Seiten},
  language={ger and eng},
  isbn={978-3-319-59974-8},
  series={Bernstein series in computational neuroscience},
  note={Literaturverzeichnis: Seiten 265-284},
  library={UB [Signatur: UBN/CM 4400 D966]},
}
@book{UBHD-66926824,
  author={Durstewitz, Daniel},
  organization={Campus-TV (Heidelberg)},
  title={Bernstein Zentrum f{\"u}r Computational Neuroscience in Mannheim und Heidelberg},
  publisher={Universit{\"a}tsbibliothek der Universit{\"a}t Heidelberg},
  address={Heidelberg},
  year={2010},
  pages={Online-Ressource},
  language={ger},
  note={Videoaufzeichnung (Dauer: 4 Minuten)},
  url={http://archiv.ub.uni-heidelberg.de/volltextserver/volltexte/2010/10928},
  library={UB},
}
@article{UBHD-67499147,
  author={Durstewitz, Daniel and Meyer-Lindenberg, Andreas},
  title={Chaotic minds},
  subtitle={the interplay between neurons},
  year={2013},
  pages={46-55},
  language={ger and eng},
  volume={3},
  note={Mit e. Zsfass. in dt. u. engl. Sprache},
  journal={Ruperto Carola},
  editor={Pfeiffer, Thomas},
  url={http://nbn-resolving.de/urn:nbn:de:bsz:16-ruca-113934},
  library={UB},
}
@article{UBHD-68807150,
  author={Durstewitz, Daniel and Huys, Quentin J. M. and Koppe, Georgia},
  title={Psychiatric illnesses as disorders of network dynamics},
  year={2021},
  pages={865-876},
  language={eng},
  issn={2451-9030},
  volume={6},
  number={9 vom: Sept.},
  note={First published: 16 January 2020 ; Gesehen am 01.12.2021},
  journal={Biological psychiatry},
  doi={10.1016/j.bpsc.2020.01.001},
}
@article{UBHD-69144316,
  author={Durstewitz, Daniel and Koppe, Georgia and Thurm, Max},
  title={Reconstructing computational system dynamics from neural data with recurrent neural networks},
  year={2023},
  pages={693-710},
  language={eng},
  issn={1471-0048},
  volume={24},
  number={11 vom: Nov.},
  note={Ver{\"o}ffentlicht: 04. Oktober 2023 ; Gesehen am 20.11.2023},
  journal={Nature reviews},
  doi={10.1038/s41583-023-00740-7},
}
@article{UBHD-69329021,
  author={Fechtelpeter, Janik and Rauschenberg, Christian and Jalalabadi, Hamidreza and Boecking, Benjamin and van Amelsvoort, Therese and Reininghaus, Ulrich and Durstewitz, Daniel and Koppe, Georgia},
  title={A control theoretic approach to evaluate and inform ecological momentary interventions},
  year={2024},
  pages={1-10},
  language={eng},
  issn={1557-0657},
  volume={33},
  note={Erstmals ver{\"o}ffentlicht: 22. Oktober 2024 ; Gesehen am 08.04.2025},
  journal={International journal of methods in psychiatric research},
  doi={10.1002/mpr.70001},
}
@article{UBHD-69095316,
  author={G{\"o}tzl, Christian and Hiller, Selina and Rauschenberg, Christian and Schick, Anita and Fechtelpeter, Janik and Fischer Abaigar, Unai and Koppe, Georgia and Durstewitz, Daniel and Reininghaus, Ulrich and Krumm, Silvia},
  title={Artificial intelligence-informed mobile mental health apps for young people},
  subtitle={a mixed-methods approach on users’ and stakeholders’ perspectives},
  year={2022},
  pages={1-19},
  language={eng},
  issn={1753-2000},
  volume={16},
  number={Artikel-ID 86},
  note={Gesehen am 11.07.2023},
  journal={Child and adolescent psychiatry and mental health},
  doi={10.1186/s13034-022-00522-6},
}
@article{UBHD-69103482,
  author={Hanganu-Opatz, Ileana and Klausberger, Thomas and Sigurdsson, Torfi and Nieder, Andreas and Jacob, Simon and Bartos, Marlene and Sauer, Jonas-Frederic and Durstewitz, Daniel and Leibold, Christian and Diester, Ilka},
  title={Resolving the prefrontal mechanisms of adaptive cognitive behaviors},
  subtitle={a cross-species perspective},
  year={2023},
  pages={1020-1036},
  language={eng},
  issn={1097-4199},
  volume={111},
  number={7},
  note={Gesehen am 01.08.2023},
  journal={Neuron},
  doi={10.1016/j.neuron.2023.03.017},
}
@article{UBHD-69346306,
  author={Hiller, Selina and G{\"o}tzl, Christian and Rauschenberg, Christian and Fechtelpeter, Janik and Koppe, Georgia and Wierzba, Eva and Sauter, Julia and Dietrich, Sina and Durstewitz, Daniel and Reininghaus, Ulrich and Krumm, Silvia},
  title={Health-promoting effects and everyday experiences with a mental health app using ecological momentary assessments and AI-based ecological momentary interventions among young people},
  subtitle={qualitative interview and focus group study},
  year={2025},
  pages={e65106},
  language={eng},
  issn={2291-5222},
  volume={13},
  number={1},
  note={Gesehen am 20.05.2025},
  journal={JMIR mhealth and uhealth},
  doi={10.2196/65106},
}
@article{UBHD-68329802,
  author={Hyman, James M. and Balaguer-Ballester, Emili and Durstewitz, Daniel},
  title={Contextual encoding by ensembles of medial prefrontal cortex neurons},
  year={2012},
  pages={5086-5091},
  language={eng},
  issn={1091-6490},
  volume={109},
  number={13},
  note={Gesehen am 19.11.2018},
  journal={Proceedings of the National Academy of Sciences of the United States of America},
  doi={10.1073/pnas.1114415109},
}
@incollection{UBHD-68941162,
  author={Kirschbaum, Elke and Haußmann, Manuel and Wolf, Steffen and Sonntag, Hannah and Schneider, Justus and Elzoheiry, Shehabeldin and Kann, Oliver and Durstewitz, Daniel and Hamprecht, Fred},
  title={LeMoNADe},
  subtitle={Learned Motif and Neuronal Assembly Detection in calcium imaging videos},
  year={2018},
  pages={1-28},
  language={eng},
  note={Identifizierung der Ressource nach: Last revised 22 Feb 2019 ; Gesehen am 13.07.2022},
  booktitle={De.arxiv.org},
  doi={10.48550/arXiv.1806.09963},
}
@article{UBHD-68738881,
  author={Koppe, Georgia and Meyer-Lindenberg, Andreas and Durstewitz, Daniel},
  title={Deep learning for small and big data in psychiatry},
  year={2021},
  pages={176-190},
  language={eng},
  issn={1740-634X},
  volume={46},
  number={1},
  note={Published online: 15 July 2020 ; Gesehen am 18.05.2021},
  journal={Neuropsychopharmacology},
  doi={10.1038/s41386-020-0767-z},
}
@article{UBHD-68466322,
  author={Koppe, Georgia and Toutounji, Hazem and Kirsch, Peter and Lis, Stefanie and Durstewitz, Daniel},
  title={Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI},
  year={2019},
  pages={35 S.},
  language={eng},
  issn={1553-7358},
  volume={15(2019},
  journal={PLoS Computational Biology},
  doi={10.1371/journal.pcbi.1007263},
}
@article{UBHD-69249592,
  author={Melbaum, Svenja and Russo, Eleonora and Eriksson, David and Schneider, Artur and Durstewitz, Daniel and Brox, Thomas and Diester, Ilka},
  title={Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding},
  year={2022},
  pages={1-14},
  language={eng},
  issn={2041-1723},
  volume={13},
  number={Artikel-ID 7420},
  note={Gesehen am 02.09.2024},
  journal={Nature Communications},
  doi={10.1038/s41467-022-35115-6},
}
@article{UBHD-69244254,
  author={Miftari, Egzon and Durstewitz, Daniel and Sadlo, Filip},
  title={Visualization of discontinuous vector field topology},
  year={2024},
  pages={45-54},
  language={eng},
  issn={1941-0506},
  volume={30},
  number={1 vom: Jan.},
  note={Online ver{\"o}ffentlicht: 25. Oktober 2023 ; Gesehen am 16.08.2024},
  journal={IEEE transactions on visualization and computer graphics},
  doi={10.1109/TVCG.2023.3326519},
}
@incollection{UBHD-68965733,
  author={Monfared, Zahra and Mikhaeil, Jonas M. and Durstewitz, Daniel},
  title={On the difficulty of learning chaotic dynamics with RNNs},
  edition={Version 2},
  year={2022},
  pages={1-32},
  language={eng},
  note={Version 1 vom 14 Oct 2021 hat einen Umfang von 29 Seiten ; Gesehen am 20.09.2022},
  booktitle={De.arxiv.org},
  doi={10.48550/arXiv.2110.07238},
}
@incollection{UBHD-68965964,
  author={Monfared, Zahra and Durstewitz, Daniel},
  title={Transformation of relu-based recurrent neural networks from discrete-time to continuous-time},
  year={2021},
  pages={6955-6965},
  language={eng},
  journal={International Conference on Machine Learning (37. : 2020 : Online)37th International Conference on Machine Learning (ICML 2020) ; Part 9 of 15},
  editor={Daumé, Hal and Singh, Aarti},
}
@article{UBHD-69294315,
  author={Myin-Germeys, Inez and Schick, Anita and Ganslandt, Thomas and Hajdúk, Michal and Heretik, Anton and Hoyweghen, Ine Van and Kiekens, Glenn and Koppe, Georgia and Marelli, Luca and Nagyova, Iveta and Weermeijer, Jeroen and Wensing, Michel and Wolters, Maria and Beames, Joanne and Allegri, Manuela de and Folco, Simona di and Durstewitz, Daniel and Katreniaková, Zuzana and Lievevrouw, Elisa and Nguyen, Hoa and Pecenak, Jan and Barne, Islay and Bonnier, Rafael and Brenner, Manuel and Čavojská, Natália and Dancik, Daniel and Kurilla, Adam and Niebauer, Erica and Sotomayor-Enriquez, Koraima and Schulte-Strathaus, Julia Clara Catharina and Thurah, Lena de and Uyttebroek, Lotte and Schwannauer, Matthias and Reininghaus, Ulrich},
  title={The experience sampling methodology as a digital clinical tool for more person-centered mental health care},
  subtitle={an implementation research agenda : editorial},
  year={2024},
  pages={2785-2793},
  language={eng},
  issn={1469-8978},
  volume={54},
  number={11 vom: Aug.},
  note={Erstmals online ver{\"o}ffentlicht: 09. September 2024 ; Gesehen am 27.01.2024},
  journal={Psychological medicine},
  doi={10.1017/S0033291724001454},
}
@article{UBHD-69293201,
  author={Reininghaus, Ulrich and Schwannauer, Matthias and Barne, Islay and Beames, Joanne R. and Bonnier, Rafaël A. and Brenner, Manuel and Breznoščáková, Dagmar and Dančík, Daniel and De Allegri, Manuela and Di Folco, Simona and Durstewitz, Daniel and Gugel, Jessica and Hajdúk, Michal and Heretik, Anton and Izáková, Ľubomíra and Katreniakova, Zuzana and Kiekens, Glenn and Koppe, Georgia and Kurilla, Adam and Marelli, Luca and Nagyova, Iveta and Nguyen, Hoa and Pečeňák, Ján and Schulte-Strathaus, Julia Clara Catharina and Sotomayor-Enriquez, Koraima and Uyttebroek, Lotte and Weermeijer, Jeroen and Wolters, Maria and Wensing, Michel and Boehnke, Jan R. and Myin-Germeys, Inez and Schick, Anita},
  title={Strategies, processes, outcomes, and costs of implementing experience sampling-based monitoring in routine mental health care in four European countries},
  subtitle={study protocol for the IMMERSE effectiveness-implementation study},
  year={2024},
  pages={1-11},
  language={eng},
  issn={1471-244X},
  volume={24},
  number={1},
  note={Gesehen am 22.01.2025},
  journal={BMC psychiatry},
  doi={10.1186/s12888-024-05839-4},
}
@article{UBHD-68763234,
  author={Russo, Eleonora and Ma, Tianyang and Spanagel, Rainer and Durstewitz, Daniel and Toutounji, Hazem and Koehr, Georg},
  title={Coordinated prefrontal state transition leads extinction of reward-seeking behaviors},
  year={2021},
  pages={2406-2419},
  language={eng},
  issn={1529-2401},
  volume={41},
  number={11},
  note={Gesehen am 26.07.2021},
  journal={The journal of neuroscience},
  doi={10.1523/JNEUROSCI.2588-20.2021},
}
@article{UBHD-69322475,
  author={Russo, Eleonora and Becker, Nadine and Domanski, Aleks P. F. and Howe, Timothy and Freud, Kipp and Durstewitz, Daniel and Jones, Matthew W.},
  title={Integration of rate and phase codes by hippocampal cell-assemblies supports flexible encoding of spatiotemporal context},
  year={2024},
  pages={1-17},
  language={eng},
  issn={2041-1723},
  volume={15},
  number={Artikel-ID 8880},
  note={Gesehen am 26.03.2025},
  journal={Nature Communications},
  doi={10.1038/s41467-024-52988-x},
}
@incollection{UBHD-68971639,
  author={Schmidt, Dominik and Koppe, Georgia and Monfared, Zahra and Beutelspacher, Max and Durstewitz, Daniel},
  title={Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies},
  edition={Version v3},
  year={2021},
  pages={1-29},
  language={eng},
  note={Online ver{\"o}ffentlicht am 8. Oktober 2019, Version 2 am 19. Juni 2020, Version 3 am 12. M{\"a}rz 2021 ; Gesehen am 10.01.2024},
  booktitle={Arxiv},
  doi={10.48550/arXiv.1910.03471},
}
@article{UBHD-69300974,
  author={Spanagel, Rainer and Bach, Patrick and Banaschewski, Tobias and Beck, Anne and Bermpohl, Felix and Bernardi, Rick E. and Beste, Christian and Deserno, Lorenz and Durstewitz, Daniel and Ebner-Priemer, Ulrich and Endrass, Tanja and Ersche, Karen D. and Feld, Gordon Benedikt and Gerchen, Martin Fungisai and Gerlach, Bj{\"o}rn and Goschke, Thomas and Hansson, Anita C. and Heim, Christine and Kiebel, Stefan and Kiefer, Falk and Kirsch, Peter and Kirschbaum, Clemens and Koppe, Georgia and Lenz, Bernd and Liu, Shuyan and Marxen, Michael and Meinhardt, Marcus W. and Meyer-Lindenberg, Andreas and Montag, Christiane and M{\"u}ller, Christian P. and Nagel, Wolfgang E. and Oliveria, Ana M. M. and Owald, David and Pilhatsch, Maximilian and Priller, Josef and Rapp, Michael A. and Reichert, Markus and Ripke, Stephan and Ritter, Kerstin and Romanczuk-Seiferth, Nina and Schlagenhauf, Florian and Schwarz, Emanuel and Schw{\"o}bel, Sarah and Smolka, Michael N. and Soekadar, Surjo R. and Sommer, Wolfgang H. and Stock, Ann-Kathrin and Str{\"o}hle, Andreas and Tost, Heike and Vollst{\"a}dt-Klein, Sabine and Walter, Henrik and Waschke, Tina and Witt, Stephanie and Heinz, Andreas},
  title={The ReCoDe addiction research consortium},
  subtitle={losing and regaining control over drug intake: Findings and future perspectives},
  year={2024},
  pages={1-13},
  language={eng},
  issn={1369-1600},
  volume={29},
  note={Online ver{\"o}ffentlicht: 1. Juli 2024 ; Gesehen am 05.02.2025},
  journal={Addiction biology},
  doi={10.1111/adb.13419},
}
@article{UBHD-69045924,
  author={Thome, Janine and Pinger, Mathieu and Durstewitz, Daniel and Sommer, Wolfgang H. and Kirsch, Peter and Koppe, Georgia},
  title={Model-based experimental manipulation of probabilistic behavior in interpretable behavioral latent variable models},
  year={2023},
  pages={1-14},
  language={eng},
  issn={1662-453X},
  volume={16},
  number={Artikel-ID 1077735},
  note={Gesehen am 28.02.2023},
  journal={Frontiers in neuroscience},
  doi={10.3389/fnins.2022.1077735},
}
@article{UBHD-69042548,
  author={Thome, Janine and Pinger, Mathieu and Halli, Patrick and Durstewitz, Daniel and Sommer, Wolfgang H. and Kirsch, Peter and Koppe, Georgia},
  title={A model guided approach to evoke homogeneous behavior during temporal reward and loss discounting},
  year={2022},
  pages={1-18},
  language={eng},
  issn={1664-0640},
  volume={13},
  number={Artikel-ID 846119},
  note={Gesehen am 16.02.2023},
  journal={Frontiers in psychiatry},
  doi={10.3389/fpsyt.2022.846119},
}
@article{UBHD-68384311,
  author={Toutounji, Hazem and Durstewitz, Daniel},
  title={Detecting multiple change points using adaptive regression splines with application to neural recordings},
  year={2018},
  pages={17 S.},
  language={eng},
  issn={1662-5196},
  volume={12},
  note={Gesehen am 03.05.2019},
  journal={Frontiers in neuroinformatics},
  doi={10.3389/fninf.2018.00067},
}