Publications:
Department for Computational Neuroscience
Journal Article (20)
1.
Journal Article
9, pp. 1 - 51 (2020)
Impaired adaptation of learning to contingency volatility in internalizing psychopathology. eLife 2.
Journal Article
23 (12), 101772 (2020)
Computational psychiatry for computers. iScience 3.
Journal Article
117 (49), pp. 31527 - 31534 (2020)
Dogmatism manifests in lowered information search under uncertainty. Proceedings of the National Academy of Sciences of the United States of America 4.
Journal Article
118, pp. 186 - 195 (2020)
Neural signatures of prosocial behaviors. Neuroscience and Biobehavioral Reviews 5.
Journal Article
30 (21), pp. R1289 - R1290 (2020)
Learning rules. Current Biology 6.
Journal Article
117 (46), 202016921, pp. 29221 - 29228 (2020)
Adversarial vulnerabilities of human decision-making. Proceedings of the National Academy of Sciences of the United States of America 7.
Journal Article
10 (1), 18595, pp. 1 - 9 (2020)
Positive attitudes and negative expectations in lonely individuals. Scientific Reports 8.
Journal Article
11 (1), 21387 (2020)
Author Correction: Reward and punisher experience alter rodent decision-making in a judgement bias task. Scientific Reports 9.
Journal Article
40 (38), pp. 7311 - 7317 (2020)
Memory Alone Does Not Account for the Way Rats Learn a Simple Spatial Alternation Task. The Journal of Neuroscience 10.
Journal Article
10 (1), 11839, pp. 1 - 14 (2020)
Reward and punisher experience alter rodent decision-making in a judgement bias task. Scientific Reports 11.
Journal Article
113, pp. 426 - 439 (2020)
The Emerging Neuroscience of Social Punishment: Meta-Analytic Evidence. Neuroscience and Biobehavioral Reviews 12.
Journal Article
237 (6), pp. 1671 - 1680 (2020)
Effects of a dopamine agonist on trusting behaviors in females. Psychopharmacology 13.
Journal Article
43, e126 (2020)
Representation, abstraction, and simple-minded sophisticates. Behavioral and Brain Sciences 14.
Journal Article
9, e56911, pp. 1 - 23 (2020)
The roles of online and offline replay in planning. eLife 15.
Journal Article
6 (25), eaba3828 (2020)
The Value of What's to Come: Neural Mechanisms Coupling Prediction Error and the Utility of Anticipation. Science Advances 16.
Journal Article
6, 25 (2020)
The value of what’s to come: Neural mechanisms coupling prediction error and the utility of anticipation. Science Advances 17.
Journal Article
14, 176, pp. 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 18.
Journal Article
24 (3), pp. 228 - 241 (2020)
Space, Time, and Fear: Survival Computations along Defensive Circuits. Trends in Cognitive Sciences 19.
Journal Article
4 (2), pp. 201 - 214 (2020)
Dissociating neural learning signals in human sign- and goal-trackers. Nature Human Behaviour 20.
Journal Article
117 (6), pp. 3291 - 3300 (2020)
Uncertainty in learning, choice and visual fixation. Proceedings of the National Academy of Sciences of the United States of America Book Chapter (2)
21.
Book Chapter
The first steps on long marches: The costs of active observation. In: Psychiatry Reborn: Biopsychosocial psychiatry in modern medicine, 14, pp. 213 - 228 (Eds. Davies, W.; Savulescu, J.; Roache, R.; Loebel, J.). Oxford University Press, Oxford, UK (2020)
22.
Book Chapter
How to Annotate and Submit a Short Linear Motif to the Eukaryotic Linear Motif Resource. In: Intrinsically Disordered Proteins: Methods and Protocols, pp. 73 - 102 (Eds. Kragelund, B.; Skriver, K.). Humana, New York, NY, USA (2020)
Conference Paper (4)
23.
Conference Paper
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, pp. 716 - 722 (Eds. Denison, S.; Mack, M.; Xu, Y.; Armstrong, B.). 42nd Annual Virtual Meeting of the Cognitive Science Society (CogSci 2020), Toronto, Canada, July 29, 2020 - August 01, 2020. Curran, Red Hook, NY, USA (2020)
24.
Conference Paper
124, 26, pp. 31 - 40 (2020)
Static and Dynamic Values of Computation in MCTS. 36th Conference on Uncertainty in Artificial Intelligence (UAI 2020), August 03, 2020 - August 06, 2020. Proceedings of Machine Learning Research (PMLR) 25.
Conference Paper
88 (2), pp. 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 26.
Conference Paper
Disentangled behavioural representations. In: Advances in Neural Information Processing Systems 32, pp. 2243 - 2252 (Eds. 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, December 09, 2019 - December 13, 2019. Curran, Red Hook, NY, USA (2020)
Meeting Abstract (2)
27.
Meeting Abstract
Impact beyond neuroscience (translational non-clinical). In FENS 2020 Virtual Forum, 1522. FENS 2020 Virtual Forum, Glasgow, UK, July 11, 2020 - July 15, 2020. (2020)
28.
Meeting Abstract
Forming global estimates of self-performance from local confidence. In 61st Conference of Experimental Psychologists: 61. TeaP 2019 (Tagung Experimentell Arbeitender PsychologInnen) (Ed. Lange-Küttner, C.). 61st Conference of Experimental Psychologists (TEAP 2019), London, UK, April 15, 2019 - April 17, 2019. Pabst, Lengerich, Germany (2020)
Talk (10)
29.
Talk
Replay and Preplay in Human Planning. Jülich Forschungszentrum: Institute of Neuroscience and Medicine,
Computational and Systems Neuroscience (INM-6 / IAS-6), Jülich, Germany (2020)
30.
Talk
Version Control with Git & GitHub. EMBL Course: Computing Skills For Reproducible Research: Software Carpentry - Virtual (2020)
31.
Talk
Replay in Offline Planning. Pattern Recognition in Neuroimaging Summer School 2020 (PRNI), Wien, Austria (2020)
32.
Talk
Replay. 43th Annual Meeting of the Japan Neuroscience Society, Kobe, Japan (2020)
33.
Talk
Modelling and Manipulating Behaviour Using Recurrent Networks. Machine Learning in Science: Virtual Cluster Conference, Tübingen, Germany (2020)
34.
Talk
Model based and model free interactions: inference, influence and confidence. 2020 Intelligent Systems Summer Colloquium, Tübingen, Germany (2020)
35.
Talk
The Brain Debate. FENS 2020 Virtual Forum, Glasgow, UK (2020)
36.
Talk
Machine learning for Computational Neuroscience. Machine Learning Summer School (MLSS 2020), Tübingen, Germany (2020)
37.
Talk
All Models Are Wronged. Gordon Research Conference: Functions of the Basal Ganglia from Thought to Action
, Ventura, CA, USA (2020)
38.
Talk
Neural Reinforcement Learning. Forschungskolloquium 2020 der Medizinischen Fakultät, Tübingen, Germany (2020)
Poster (5)
39.
Poster
Better weighted clustering coefficient: now continuous. Ninth International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2020)
, Madrid, Spain (2020)
40.
Poster
Temporal discounting and male depression. Kongress der Deutschen Gesellschaft für Psychiatrie und Psychotherapie,
Psychosomatik und Nervenheilkunde e. V. (DGPPN 2020), Berlin, Germany (2020)
41.
Poster
The varied effect of unsupervised information on human category learning. Bernstein Conference 2020 (2020)
42.
Poster
Avoidant behavior and pathological worry as optimal policies and optimal offline planning given individually exaggerated risk preferences. Bernstein Conference 2020 (2020)
43.
Poster
Temporal discounting in major depression. Bernstein Conference 2020 (2020)
Preprint (2)
44.
Preprint
Demographics and Employment of Max-Planck Society’s Postdocs. (submitted)
45.
Preprint
Subjective Beliefs In, Out, and About Control: A Quantitative Analysis. (submitted)