Publikationen:
Abteilung für Computational Neuroscience
Zeitschriftenartikel (34)
1.
Zeitschriftenartikel
109 (1), S. 149 - 163 (2021)
The Anterior Cingulate Cortex Predicts Future States to Mediate Model-Based Action Selection. Neuron 2.
Zeitschriftenartikel
17 (1), S. 1 - 27 (2021)
Dissecting the links between reward and loss, decision-making, and self-reported affect using a computational approach. PLoS Computational Biology 3.
Zeitschriftenartikel
Epub ahead (2020)
Correction to: The pleasure of multiple images. Attention, Perception & Psychophysics 4.
Zeitschriftenartikel
Epub ahead (2020)
Representing absence of evidence: why algorithms and representations matter in models of language and cognition. Language, Cognition and Neuroscience 5.
Zeitschriftenartikel
9, S. 1 - 51 (2020)
Impaired adaptation of learning to contingency volatility in internalizing psychopathology. eLife 6.
Zeitschriftenartikel
23 (12), 101772, S. 1 - 9 (2020)
Computational psychiatry for computers. iScience 7.
Zeitschriftenartikel
117 (49), S. 31527 - 31534 (2020)
Dogmatism manifests in lowered information search under uncertainty. Proceedings of the National Academy of Sciences of the United States of America 8.
Zeitschriftenartikel
118, S. 186 - 195 (2020)
Neural signatures of prosocial behaviors. Neuroscience and Biobehavioral Reviews 9.
Zeitschriftenartikel
Epub ahead (2020)
The pleasure of multiple images. Attention, Perception & Psychophysics 10.
Zeitschriftenartikel
30 (21), S. R1289 - R1290 (2020)
Learning rules. Current Biology 11.
Zeitschriftenartikel
117 (46), 202016921, S. 29221 - 29228 (2020)
Adversarial vulnerabilities of human decision-making. Proceedings of the National Academy of Sciences of the United States of America 12.
Zeitschriftenartikel
10 (1), 18595, S. 1 - 9 (2020)
Positive attitudes and negative expectations in lonely individuals. Scientific Reports 13.
Zeitschriftenartikel
40 (38), S. 7311 - 7317 (2020)
Memory Alone Does Not Account for the Way Rats Learn a Simple Spatial Alternation Task. The Journal of Neuroscience 14.
Zeitschriftenartikel
10 (1), 11839, S. 1 - 14 (2020)
Reward and punisher experience alter rodent decision-making in a judgement bias task. Scientific Reports 15.
Zeitschriftenartikel
113, S. 426 - 439 (2020)
The Emerging Neuroscience of Social Punishment: Meta-Analytic Evidence. Neuroscience and Biobehavioral Reviews 16.
Zeitschriftenartikel
237 (6), S. 1671 - 1680 (2020)
Effects of a dopamine agonist on trusting behaviors in females. Psychopharmacology 17.
Zeitschriftenartikel
43, e126 (2020)
Representation, abstraction, and simple-minded sophisticates. Behavioral and Brain Sciences 18.
Zeitschriftenartikel
9, e56911, S. 1 - 23 (2020)
The roles of online and offline replay in planning. eLife 19.
Zeitschriftenartikel
6 (25), eaba3828, S. 1 - 16 (2020)
The Value of What's to Come: Neural Mechanisms Coupling Prediction Error and the Utility of Anticipation. Science Advances 20.
Zeitschriftenartikel
14, 176, S. 1 - 6 (2020)
The Critical Role of the Right Dorsal and Ventral Anterior Insula in Reciprocity: Evidence From the Trust and Ultimatum Games. Frontiers in Human Neuroscience 21.
Zeitschriftenartikel
24 (3), S. 228 - 241 (2020)
Space, Time, and Fear: Survival Computations along Defensive Circuits. Trends in Cognitive Sciences 22.
Zeitschriftenartikel
4 (2), S. 201 - 214 (2020)
Dissociating neural learning signals in human sign- and goal-trackers. Nature Human Behaviour 23.
Zeitschriftenartikel
117 (6), S. 3291 - 3300 (2020)
Uncertainty in learning, choice and visual fixation. Proceedings of the National Academy of Sciences of the United States of America 24.
Zeitschriftenartikel
43 (12), S. 1 - 43 (2019)
Why Higher Working Memory Capacity May Help You Learn: Sampling, Search, and Degrees of Approximation. Cognitive Science 25.
Zeitschriftenartikel
15 (10), S. 1 - 21 (2019)
A computational account of threat-related attentional bias. PLoS Computational Biology 26.
Zeitschriftenartikel
10, 4030, S. 1 - 16 (2019)
Pupil-linked phasic arousal evoked by violation but not emergence of regularity within rapid sound sequences. Nature Communications 27.
Zeitschriftenartikel
31 (8), S. 1227 - 1247 (2019)
Prefrontal Dynamics Associated with Efficient Detours and Shortcuts: A Combined Functional Magnetic Resonance Imaging and Magnetoencenphalography Study. Journal of Cognitive Neuroscience 28.
Zeitschriftenartikel
Humans Use Forward Thinking to Exert Social Control. Neuron (angenommen)
29.
Zeitschriftenartikel
286 (1908), 20191016, S. 1 - 9 (2019)
Backtracking during navigation is correlated with enhanced anterior cingulate activity and suppression of alpha oscillations and the "default-mode" network. Proceedings of the Royal Society B: Biological Sciences 30.
Zeitschriftenartikel
15 (6), S. 1 - 20 (2019)
Learning to use past evidence in a sophisticated world model. PLoS Computational Biology 31.
Zeitschriftenartikel
16 (6), S. 1 - 33 (2019)
Models that learn how humans learn: The case of decision-making and its disorders. PLoS Computational Biology 32.
Zeitschriftenartikel
10 (1), 1141, S. 1 - 11 (2019)
Forming global estimates of self-performance from local confidence. Nature Communications 33.
Zeitschriftenartikel
10, 750, S. 1 - 14 (2019)
Retrospective model-based inference guides model-free credit assignment. Nature Communications 34.
Zeitschriftenartikel
14 (12), S. 1 - 26 (2018)
Change, stability, and instability in the Pavlovian guidance of behaviour from adolescence to young adulthood. PLoS Computational Biology Buchkapitel (2)
35.
Buchkapitel
How to Annotate and Submit a Short Linear Motif to the Eukaryotic Linear Motif Resource. In: Intrinsically Disordered Proteins: Methods and Protocols, S. 73 - 102 (Hg. Kragelund, B.; Skriver, K.). Humana, New York, NY, USA (2020)
36.
Buchkapitel
5: Methodology, 4. Aufl., S. 1 - 40 (Hg. Wixted, J.; Wagenmakers, E.-J.). Wiley, Hoboken, NJ, USA (2018)
Models and Methods for Reinforcement Learning. In: Stevens' Handbook of Experimental Psychology and Cognitive Neuroscience, Bd. Konferenzbeitrag (8)
37.
Konferenzbeitrag
Learning under uncertainty changes during adolescence. In: 42nd Annual Meeting of the Cognitive Science Society (CogSci 2020): 5Developing a Mind: Learning in Humans, Animals, and Machines, S. 716 - 722 (Hg. Denison, S.; Mack, M.; Xu, Y.; Armstrong, B.). 42nd Annual Virtual Meeting of the Cognitive Science Society (CogSci 2020), Toronto, Canada, 29. Juli 2020 - 01. August 2020. Curran, Red Hook, NY, USA (2020)
38.
Konferenzbeitrag
A local temporal difference code for distributional reinforcement learning. In: Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020). Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020), 07. Dezember 2020 - 12. Dezember 2020. (angenommen)
39.
Konferenzbeitrag
124, 26, S. 31 - 40 (2020)
Static and Dynamic Values of Computation in MCTS. 36th Conference on Uncertainty in Artificial Intelligence (UAI 2020), 03. August 2020 - 06. August 2020. Proceedings of Machine Learning Research (PMLR) 40.
Konferenzbeitrag
88 (2), S. e5 - e10 (2020)
Realizing the Clinical Potential of Computational Psychiatry: Report from the Banbury Center Meeting, February 2019. Banbury Center Meeting 2019, Huntington, NY, USA, 2019-02. Biological Psychiatry 41.
Konferenzbeitrag
Disentangled behavioural representations. In: Advances in Neural Information Processing Systems 32, S. 2243 - 2252 (Hg. Wallach, H.; Larochelle, H.; Beygelzimer , A.; d'Alché-Buc, F.; Fox, E. et al.). Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, 09. Dezember 2019 - 13. Dezember 2019. Curran, Red Hook, NY, USA (2020)
42.
Konferenzbeitrag
How do people learn how to plan? In: Conference on Cognitive Computational Neuroscience (CCN 2019), PS-2A.70, S. 826 - 829. Conference on Cognitive Computational Neuroscience (CCN 2019), Berlin, Germany, 13. September 2019 - 16. September 2019. (2019)
43.
Konferenzbeitrag
Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning. In: Annual Conference of the American Library Association (ALA 2019), 5, S. 1 - 5. Annual Conference of the American Library Association (ALA 2019) , Washington, DC, USA, 20. Juni 2019 - 25. Juni 2019. (2019)
44.
Konferenzbeitrag
Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning. In: Workshop on Structure & Priors in Reinforcement Learning (SPiRL 2019) at ICLR 2019, S. 1 - 11. Workshop on Structure & Priors in Reinforcement Learning (SPiRL 2019) at ICLR 2019, New Orleans, LA, USA, 06. Mai 2019. (2019)
Meeting Abstract (6)
45.
Meeting Abstract
Impact beyond neuroscience (translational non-clinical). In FENS 2020 Virtual Forum, 1522. FENS 2020 Virtual Forum, Glasgow, UK, 11. Juli 2020 - 15. Juli 2020. (2020)
46.
Meeting Abstract
Forming global estimates of self-performance from local confidence. In 61st Conference of Experimental Psychologists: 61. TeaP 2019 (Tagung Experimentell Arbeitender PsychologInnen) (Hg. Lange-Küttner, C.). 61st Conference of Experimental Psychologists (TEAP 2019), London, UK, 15. April 2019 - 17. April 2019. Pabst, Lengerich, Germany (2020)
47.
Meeting Abstract
Anticipation, imagination and information seeking via mid-brain, hippocampal, and prefrontal interactions. In 49th Annual Meeting of the Society for Neuroscience (Neuroscience 2019), 018.12, S. 103 - 104. 49th Annual Meeting of the Society for Neuroscience (Neuroscience 2019), Chicago, IL, USA, 19. Oktober 2019 - 23. Oktober 2019. (2019)
48.
Meeting Abstract
An automated and self-initiated judgement bias task based on natural investigative behaviour. In Applied Ethology 2019: Animal lives worth living: 53rd Congress of the International Society of Applied Ethology (ISAE 2019), S. 126 (Hg. Newberry, R.; Braastad, B.). 53rd Congress of the International Society of Applied Ethology (ISAE 2019), Bergen, Norway, 05. August 2019 - 09. August 2019. Wageningen Academic Publishers, Wageningen, The Netherlands (2019)
49.
Meeting Abstract
Investigating animal affect and welfare using computational modelling. In Applied Ethology 2019: Animal lives worth living: 53rd Congress of the International Society of Applied Ethology (ISAE 2019), S. 127 (Hg. Newberry, R.; Braastad, B.). 53rd Congress of the International Society of Applied Ethology (ISAE 2019), Bergen, Norway, 05. August 2019 - 09. August 2019. Wageningen Academic Publishers, Wageningen, The Netherlands (2019)
50.
Meeting Abstract
85 (10 Supplement), O8, S. S108. 74th Annual Meeting of the Society of Biological Psychiatry, Chicago, IL, USA, 16. Mai 2019 - 18. Mai 2019. Elsevier, New York (2019)
Computational Phenotyping in Borderline Personality Using a Role-Based Social Hierarchy Probe. In Biological Psychiatry, Vortrag (41)
51.
Vortrag
Replay and Preplay in Human Planning. Jülich Forschungszentrum: Institute of Neuroscience and Medicine,
Computational and Systems Neuroscience (INM-6 / IAS-6), Jülich, Germany (2020)
52.
Vortrag
Version Control with Git & GitHub. EMBL Course: Computing Skills For Reproducible Research: Software Carpentry - Virtual (2020)
53.
Vortrag
Replay in Offline Planning. Pattern Recognition in Neuroimaging Summer School 2020 (PRNI), Wien, Austria (2020)
54.
Vortrag
Replay. 43th Annual Meeting of the Japan Neuroscience Society, Kobe, Japan (2020)
55.
Vortrag
Modelling and Manipulating Behaviour Using Recurrent Networks. Machine Learning in Science: Virtual Cluster Conference, Tübingen, Germany (2020)
56.
Vortrag
The Brain Debate. FENS 2020 Virtual Forum, Glasgow, UK (2020)
57.
Vortrag
Machine learning for Computational Neuroscience. Machine Learning Summer School (MLSS 2020), Tübingen, Germany (2020)
58.
Vortrag
All Models Are Wronged. Gordon Research Conference: Functions of the Basal Ganglia from Thought to Action
, Ventura, CA, USA (2020)
59.
Vortrag
Savouring and its Modulation by Prediction Errors. Departmental Colloquium Max Planck for Biological Cybernetics, Tübingen, Germany (2019)
60.
Vortrag
Introduction of Linear motifs. EMBO Practical Course: Computational analysis of protein-protein interactions in cell function and disease, Bangalore, India (2019)
61.
Vortrag
Linear motif biology and prediction, cooperativity in cellular signaling (I). EMBO Practical Course: Computational analysis of protein-protein interactions in cell function and disease, Bangalore, India (2019)
62.
Vortrag
Linear motif biology and prediction, cooperativity in cellular signaling (II). EMBO Practical Course: Computational analysis of protein-protein interactions in cell function and disease, Bangalore, India (2019)
63.
Vortrag
Using informal meetings for building local (bioinformatics) communities. EMBO Practical Course: Computational analysis of protein-protein interactions in cell function and disease, Bangalore, India (2019)
64.
Vortrag
Replay and Preplay in Human Planning. Université de Genève: C. Lüscher Synapses, Circuits and Behaviour in Addiction and Related Disorders, Genève, Switzerland (2019)
65.
Vortrag
Neural Reinforcement Learning. Humboldt Lecture Series at Tübingen University , Tübingen, Germany (2019)
66.
Vortrag
Savouring and its Modulation by Prediction Errors. Colloquium Cognitive Systems: Universität Ulm , Ulm, Germany (2019)
67.
Vortrag
Savouring and its Modulation by Prediction Errors. 17th Annual Meeting of the Society for NeuroEconomics (SNE 2019), Dublin, Ireland (2019)
68.
Vortrag
Theoretical Neuroscience: Decision Making and its Discontents. 49th Annual Meeting of the Society for Neuroscience (Neuroscience 2019) , Chicago, IL, USA (2019)
69.
Vortrag
Building Blocks of Python Programming. EMBL Course: Computing Skills For Reproducible Research: Software Carpentry, Heidelberg, Germany (2019)
70.
Vortrag
Building programs with Python I. EMBL Course: Computing Skills For Reproducible Research: Software Carpentry, Heidelberg, Germany (2019)
71.
Vortrag
Building programs with Python II. EMBL Course: Computing Skills For Reproducible Research: Software Carpentry, Heidelberg, Germany (2019)
72.
Vortrag
Using commandline git for version control. EMBL Course: Computing Skills For Reproducible Research: Software Carpentry, Heidelberg, Germany (2019)
73.
Vortrag
The cortical dynamics of integrative decision making. 6th ESI Systems Neuroscience Conference 2019: The recurrent cortex: feedback, dynamics, and dimensionality
, Frankfurt a.M., Germany (2019)
74.
Vortrag
Unsupervised Yearning. David Marr, 50 years on (Marr 2019) at Artificial & Biological Cognition 2019, Cambridge, UK (2019)
75.
Vortrag
Dysfunctional decision-making. Tübingen International Summer School (TISS 2019), Kloster Heiligkreuztal (2019)
76.
Vortrag
Functional decision-making. Tübingen International Summer School (TISS 2019), Kloster Heiligkreuztal (2019)
77.
Vortrag
Reinforcement learning. 2019 Computational Psychiatry Summer Course, New York, NY, USA (2019)
78.
Vortrag
Theoretical approaches to function and dysfunction. 2019 Computational Psychiatry Summer Course, New York, NY, USA (2019)
79.
Vortrag
Slothful serial: perilous parallel processing. Workshop Heuristics, Hacks and Habits: 41st Annual Meeting of the Cognitive Science Society (COGSCI 2019), Montréal, Canada (2019)
80.
Vortrag
Decision-making and some of its Discontents. 9th IMPRS NeuroCom Summer School in Cognitive Neuroscience , Leipzig, Germany (2019)
81.
Vortrag
Savouring and its Modulation by Prediction Errors. NEUREX Workshop: Neuroeconomics: Studying Decision Making in an Economic Context, Strasbourg, France (2019)
82.
Vortrag
Pavlovian-Instrumental Interactions in Active Avoidance: The Bark of Neutral Trials. Modulation of Neural Circuits and Behavior Gordon Research Conference: Neuromodulatory Mechanisms Underlying Flexible Brain Functions and Behavior
, Les Diablerets, Switzerland (2019)
83.
Vortrag
The Cortical Dynamics of Integrative Decision Making. University of Freiburg: Bernstein Seminar, Freiburg i.Br., Germany (2019)
84.
Vortrag
Learning in Natural Neural Systems. Eberhard-Karls-Universität Tübingen: Studium Generale: Maschinelles Lernen, Tübingen, Germany (2019)
85.
Vortrag
The long and the short of serotonergic stimulation: The learning rate for rewards. NeuroRetreat 2019: Max Planck Institute of Psychiatry, München, Germany (2019)
86.
Vortrag
The Good, The Bad, and Something Inbetween: Dopamine in Active Avoidance. Centro Champalimaud, Lisboa, Portugal (2019)
87.
Vortrag
The long and the short of 5-HT stimulation: optogenetic activation of dorsal raphe serotonergic neurons changes the learning rate for rewards. COSYNE 2019 Workshop: Advances and convergences in 5-HT research , Cascais, Portugal (2019)
88.
Vortrag
Neural Reinforcement Learning 3: The Self and the Other. Winter School on Quantitative Systems Biology: Learning and Artificial Intelligence, Trieste, Italy (2018)
89.
Vortrag
Neural Reinforcement Learning 2: Choice. Winter School on Quantitative Systems Biology: Learning and Artificial Intelligence, Trieste, Italy (2018)
90.
Vortrag
Neural Reinforcement Learning 1: Prediction. Winter School on Quantitative Systems Biology: Learning and Artificial Intelligence, Trieste, Italy (2018)
91.
Vortrag
The long and the short of serotonergic stimulation: Selective effects on the learning rate of rewards. InstitutsSeminar Neurobiologie: Institute of Neurobiology, Eberhard-Karls Universität Tübingen, Tübingen, Germany (2018)
Poster (11)
92.
Poster
Temporal discounting and male depression. Kongress der Deutschen Gesellschaft für Psychiatrie und Psychotherapie,
Psychosomatik und Nervenheilkunde e. V. (DGPPN 2020), Berlin, Germany (2020)
93.
Poster
The varied effect of unsupervised information on human category learning. Bernstein Conference 2020 (2020)
94.
Poster
Avoidant behavior and pathological worry as optimal policies and optimal offline planning given individually exaggerated risk preferences. Bernstein Conference 2020 (2020)
95.
Poster
Temporal discounting in major depression. Bernstein Conference 2020 (2020)
96.
Poster
Semi-Supervised Categorisation: Input Representations Determine Necessity of Feedback. 20th Conference of Junior Neuroscientists (NeNa 2019) , Schramberg, Germany (2019)
97.
Poster
Anticipating Every Turn: Learning About Learning in Mice. 20th Conference of Junior Neuroscientists (NeNa 2019) , Schramberg, Germany (2019)
98.
Poster
Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning. 4th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019), Montreal, Canada (2019)
99.
Poster
Hippocampal-midbrain circuit enhances the pleasure of anticipation in the prefrontal cortex. 4th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019), Montreal, Canada (2019)