Publications:
Department for Computational Neuroscience
Journal Article (66)
1.
Journal Article
225, 105098 (2022)
Knowing me, knowing you: Interpersonal similarity improves predictive accuracy and reduces attributions of harmful intent. Cognition 2.
Journal Article
Epub ahead (2022)
Neurofeedback through the lens of reinforcement learning. Trends in Neurosciences 3.
Journal Article
221, 104984 (2022)
When unsupervised training benefits category learning. Cognition 4.
Journal Article
39 (3), 110708 (2022)
Spatial preferences account for inter-animal variability during the continual learning of a dynamic cognitive task. Cell Reports 5.
Journal Article
106 (2022)
Peril, Prudence and Planning as Risk, Avoidance and Worry. Journal of Mathematical Psychology 6.
Journal Article
18 (1) (2022)
Optimism and Pessimism in Optimised Replay. PLoS Computational Biology 7.
Journal Article
6 (1), 3 (2022)
What Happens in Your Brain When You Walk Down the Street? Implications of Architectural Proportions, Biophilia, and Fractal Geometry for Urban Science. Urban Science 8.
Journal Article
20 (1), pp. 1 - 15 (2022)
"Liking" as an early and editable draft of long-run affective value. PLoS Biology 9.
Journal Article
31 (24), pp. R1555 - R1557 (2021)
Liking. Current Biology 10.
Journal Article
10 (2021)
Dopamine enhances model-free credit assignment through boosting of retrospective model-based inference. eLife 11.
Journal Article
4 (4), pp. 442 - 462 (2021)
Human Belief State-Based Exploration and Exploitation in an Information-Selective Symmetric Reversal Bandit Task. Computational Brain & Behavior 12.
Journal Article
131, pp. 627 - 641 (2021)
Understanding identification-based trust in the light of affiliative bonding: Meta-analytic neuroimaging evidence. Neuroscience and Biobehavioral Reviews 13.
Journal Article
21 (6), pp. 1222 - 1232 (2021)
Intrinsic functional connectivity of the frontoparietal network predicts inter-individual differences in the propensity for costly third-party punishment. Cognitive, Affective and Behavioral Neuroscience 14.
Journal Article
3, 043124, pp. 1 - 16 (2021)
Weighted directed clustering: interpretations and requirements for heterogeneous, inferred, and measured networks. Physical Review Research 15.
Journal Article
33 (12), pp. 2523 - 2535 (2021)
Using Primary Reinforcement to Enhance Translatability of a Human Affect and Decision-Making Judgment Bias Task. Journal of Cognitive Neuroscience 16.
Journal Article
10 (2021)
Humans use forward thinking to exploit social controllability. eLife 17.
Journal Article
118 (43), pp. 1 - 3 (2021)
Neural mechanisms of deliberate dishonesty: Dissociating deliberation from other control processes during dishonest behaviors. Proceedings of the National Academy of Sciences of the United States of America 18.
Journal Article
219, pp. 1 - 12 (2021)
Beauty, the feeling. Acta Psychologica 19.
Journal Article
The broad edge of synchronisation: Griffiths effects and collective phenomena in brain networks. (submitted)
20.
Journal Article
24 (9), 103005 (2021)
Control over patch encounters changes foraging behavior. iScience 21.
Journal Article
12, 5478, pp. 1 - 11 (2021)
Neural encoding of perceived patch value during competitive and hazardous virtual foraging. Nature Communications 22.
Journal Article
128, pp. 383 - 393 (2021)
Determinants and modulators of human social decisions. Neuroscience and Biobehavioral Reviews 23.
Journal Article
17 (7), pp. 1 - 25 (2021)
Internality and the internalisation of failure: Evidence from a novel task. PLoS Computational Biology 24.
Journal Article
31 (13), pp. 2747 - 2756 (2021)
Efficiency and prioritization of inference-based credit assignment. Current Biology 25.
Journal Article
11 (1), 10132, pp. 1 - 20 (2021)
Adaptation to recent outcomes attenuates the lasting effect of initial experience on risky decisions. Scientific Reports 26.
Journal Article
83 (3), pp. 1179 - 1188 (2021)
The pleasure of multiple images. Attention, Perception & Psychophysics 27.
Journal Article
83 (3), p. 1189 (2021)
Correction to: The pleasure of multiple images. Attention, Perception & Psychophysics 28.
Journal Article
44, e35 (2021)
When will's wont wants wanting. Behavioral and Brain Sciences 29.
Journal Article
Epub ahead (2021)
A Comparison of "Pruning" During Multi-Step Planning in Depressed and Healthy Individuals. Psychological Medicine 30.
Journal Article
30, 102617, pp. 1 - 9 (2021)
Resting-state brain oscillations predict cognitive function in psychiatric disorders: A transdiagnostic machine learning approach. NeuroImage: Clinical 31.
Journal Article
118 (12), pp. 1 - 9 (2021)
Neuronal circuits overcome imbalance in excitation and inhibition by adjusting connection numbers. Proceedings of the National Academy of Sciences of the United States of America 32.
Journal Article
109 (1), pp. 149 - 163 (2021)
The Anterior Cingulate Cortex Predicts Future States to Mediate Model-Based Action Selection. Neuron 33.
Journal Article
Epub ahead (2021)
Control over patch encounters changes foraging behaviour. iScience 34.
Journal Article
118 (4), pp. 1 - 12 (2021)
Human subjects exploit a cognitive map for credit assignment. Proceedings of the National Academy of Sciences of the United States of America 35.
Journal Article
17 (1), pp. 1 - 27 (2021)
Dissecting the links between reward and loss, decision-making, and self-reported affect using a computational approach. PLoS Computational Biology 36.
Journal Article
Epub ahead (2020)
Representing absence of evidence: why algorithms and representations matter in models of language and cognition. Language, Cognition and Neuroscience 37.
Journal Article
9, pp. 1 - 51 (2020)
Impaired adaptation of learning to contingency volatility in internalizing psychopathology. eLife 38.
Journal Article
23 (12), 101772, pp. 1 - 9 (2020)
Computational psychiatry for computers. iScience 39.
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 40.
Journal Article
118, pp. 186 - 195 (2020)
Neural signatures of prosocial behaviors. Neuroscience and Biobehavioral Reviews 41.
Journal Article
30 (21), pp. R1289 - R1290 (2020)
Learning rules. Current Biology 42.
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 43.
Journal Article
10 (1), 18595, pp. 1 - 9 (2020)
Positive attitudes and negative expectations in lonely individuals. Scientific Reports 44.
Journal Article
11 (1), 21387 (2020)
Author Correction: Reward and punisher experience alter rodent decision-making in a judgement bias task. Scientific Reports 45.
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 46.
Journal Article
10 (1), 11839, pp. 1 - 14 (2020)
Reward and punisher experience alter rodent decision-making in a judgement bias task. Scientific Reports 47.
Journal Article
113, pp. 426 - 439 (2020)
The Emerging Neuroscience of Social Punishment: Meta-Analytic Evidence. Neuroscience and Biobehavioral Reviews 48.
Journal Article
237 (6), pp. 1671 - 1680 (2020)
Effects of a dopamine agonist on trusting behaviors in females. Psychopharmacology 49.
Journal Article
43, e126 (2020)
Representation, abstraction, and simple-minded sophisticates. Behavioral and Brain Sciences 50.
Journal Article
9, e56911, pp. 1 - 23 (2020)
The roles of online and offline replay in planning. eLife 51.
Journal Article
6, 25, pp. 1 - 16 (2020)
The value of what’s to come: Neural mechanisms coupling prediction error and the utility of anticipation. Science Advances 52.
Journal Article
6 (25), eaba3828, pp. 1 - 16 (2020)
The Value of What's to Come: Neural Mechanisms Coupling Prediction Error and the Utility of Anticipation. Science Advances 53.
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 54.
Journal Article
24 (3), pp. 228 - 241 (2020)
Space, Time, and Fear: Survival Computations along Defensive Circuits. Trends in Cognitive Sciences 55.
Journal Article
4 (2), pp. 201 - 214 (2020)
Dissociating neural learning signals in human sign- and goal-trackers. Nature Human Behaviour 56.
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 57.
Journal Article
43 (12), pp. 1 - 43 (2019)
Why Higher Working Memory Capacity May Help You Learn: Sampling, Search, and Degrees of Approximation. Cognitive Science 58.
Journal Article
15 (10), pp. 1 - 21 (2019)
A computational account of threat-related attentional bias. PLoS Computational Biology 59.
Journal Article
10, 4030, pp. 1 - 16 (2019)
Pupil-linked phasic arousal evoked by violation but not emergence of regularity within rapid sound sequences. Nature Communications 60.
Journal Article
31 (8), pp. 1227 - 1247 (2019)
Prefrontal Dynamics Associated with Efficient Detours and Shortcuts: A Combined Functional Magnetic Resonance Imaging and Magnetoencenphalography Study. Journal of Cognitive Neuroscience 61.
Journal Article
286 (1908), 20191016, pp. 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 62.
Journal Article
15 (6), pp. 1 - 20 (2019)
Learning to use past evidence in a sophisticated world model. PLoS Computational Biology 63.
Journal Article
16 (6), pp. 1 - 33 (2019)
Models that learn how humans learn: The case of decision-making and its disorders. PLoS Computational Biology 64.
Journal Article
10 (1), 1141, pp. 1 - 11 (2019)
Forming global estimates of self-performance from local confidence. Nature Communications 65.
Journal Article
10, 750, pp. 1 - 14 (2019)
Retrospective model-based inference guides model-free credit assignment. Nature Communications 66.
Journal Article
14 (12), pp. 1 - 26 (2018)
Change, stability, and instability in the Pavlovian guidance of behaviour from adolescence to young adulthood. PLoS Computational Biology Book Chapter (4)
67.
Book Chapter
Trust and Learning. In: The Neurobiology of Trust, 8, pp. 185 - 220 (Ed. Krueger, F.). Cambridge University Press, Cambridge, UK (2022)
68.
Book Chapter
Empirical Aesthetics. In: Internet Encyclopedia of Philosophy (Eds. Fieser, J.; Dowden, B.) (2021)
69.
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)
70.
Book Chapter
5: Methodology, 4. Ed., pp. 1 - 40 (Eds. 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, Vol. Conference Paper (13)
71.
Conference Paper
Two steps to risk sensitivity. In: Advances in Neural Information Processing Systems 34 (Eds. Ranzato, M.; Beygelzimer, A.; Liang, P.; Vaughan, J.; Dauphin, Y.). Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021), December 06, 2021 - December 14, 2021. (accepted)
72.
Conference Paper
Learning Structure from the Ground up: Hierarchical Representation Learning by Chunking. In: Tenth International Conference on Learning Representations (ICLR 2022). Tenth International Conference on Learning Representations (ICLR 2022), April 25, 2022 - April 29, 2022. (submitted)
73.
Conference Paper
2021, 78, pp. 1 - 3. ALIFE 2021: The 2021 Conference on Artificial Life, Praha, Czech Republic, July 19, 2021 - July 23, 2021. MIT Press (2021)
Reservoir computing with self-organizing neural oscillators. In: Artificial Life Conference Proceedings, Vol. 74.
Conference Paper
2021, 79, pp. 1 - 9. ALIFE 2021: The 2021 Conference on Artificial Life, Praha, Czech Republic, July 19, 2021 - July 23, 2021. MIT Press (2021)
The dynamical regime and its importance for evolvability, task performance and generalization. In: Artificial Life Conference Proceedings, Vol. 75.
Conference Paper
A local temporal difference code for distributional reinforcement learning. In: Advances in Neural Information Processing Systems 33, pp. 13662 - 13673 (Eds. Larochelle, H.; Ranzato, M.; Hadsell, R.; Balcan, M.-F.; Lin, H.-T.). 34th Conference on Neural Information Processing Systems (NeurIPS 2020), December 06, 2020 - December 12, 2020. Curran, Red Hook, NY, USA (2021)
76.
Conference Paper
Correcting Experience Replay for Multi-Agent Communication. In: Ninth International Conference on Learning Representations (ICLR 2021). Ninth International Conference on Learning Representations (ICLR 2021), Vienna, Austria, May 03, 2021 - May 07, 2021. (2021)
77.
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)
78.
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) 79.
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 80.
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)
81.
Conference Paper
How do people learn how to plan? In: Conference on Cognitive Computational Neuroscience (CCN 2019), PS-2A.70, pp. 826 - 829. Conference on Cognitive Computational Neuroscience (CCN 2019), Berlin, Germany, September 13, 2019 - September 16, 2019. (2019)
82.
Conference Paper
Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning. In: Annual Conference of the American Library Association (ALA 2019), 5, pp. 1 - 5. Annual Conference of the American Library Association (ALA 2019) , Washington, DC, USA, June 20, 2019 - June 25, 2019. (2019)
83.
Conference Paper
Feudal Multi-Agent Hierarchies for Cooperative Reinforcement Learning. In: Workshop on Structure & Priors in Reinforcement Learning (SPiRL 2019) at ICLR 2019, pp. 1 - 11. Workshop on Structure & Priors in Reinforcement Learning (SPiRL 2019) at ICLR 2019, New Orleans, LA, USA, May 06, 2019. (2019)
Meeting Abstract (11)
84.
Meeting Abstract
A computational model predicts individual aesthetic judgments. In 64th Conference of Experimental Psychologists: TeaP 2022, pp. 37 - 38 (Eds. Malejka, S.; Barth, M.; Haider, H.; Stahl, C.). 64th Conference of Experimental Psychologists (TeaP 2022): Tagung experimentell arbeitender Psycholog:innen, Köln, Germany, March 20, 2022 - March 23, 2022. Pabst, Lengerich, Germany (2022)
85.
Meeting Abstract
Towards a computational cognitive perspective of misinformation. In NeNa Conference 2021: Neurowissenschaftliche Nachwuchskonferenz (Conference of Junior Neuroscientists), T10, p. 11. 22nd Conference of Junior Neuroscientists (NeNa 2021), Tübingen, Germany, October 07, 2021. (2021)
86.
Meeting Abstract
Aversion or Inversion: The Curious Case of Dopamine and Punishment [Aversion ou inversion: le cas curieux de la Dopamine et la punition]. In NeuroFrance 2021, S28.2. NeuroFrance 2021, Strasbourg, France, May 19, 2021 - May 21, 2021. (2021)
87.
Meeting Abstract
89 (9 Supplement), p. S94. 2021 Annual Scientific Convention and Meeting of the Society of Biological Psychiatry (SOBP 2021), April 29, 2021 - May 01, 2021. Elsevier, New York (2021)
Dopamine enhances model-free credit assignment through boosting of retrospective model-based inference. In Biological Psychiatry, 88.
Meeting Abstract
Timescales of ongoing cortical activity and their relationship to the local connectivity and attentional state [Echelles temporelles de l'activité corticale spontanée et leur rélation avec la connectivité locale et l'état attentionnel]. In NeuroFrance 2021, S26.4. NeuroFrance 2021, Strasbourg, France, May 19, 2021 - May 21, 2021. (2021)
89.
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)
90.
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)
91.
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, pp. 103 - 104. 49th Annual Meeting of the Society for Neuroscience (Neuroscience 2019), Chicago, IL, USA, October 19, 2019 - October 23, 2019. (2019)
92.
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), p. 126 (Eds. Newberry, R.; Braastad, B.). 53rd Congress of the International Society of Applied Ethology (ISAE 2019), Bergen, Norway, August 05, 2019 - August 09, 2019. Wageningen Academic Publishers, Wageningen, The Netherlands (2019)
93.
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), p. 127 (Eds. Newberry, R.; Braastad, B.). 53rd Congress of the International Society of Applied Ethology (ISAE 2019), Bergen, Norway, August 05, 2019 - August 09, 2019. Wageningen Academic Publishers, Wageningen, The Netherlands (2019)
94.
Meeting Abstract
85 (10 Supplement), O8, p. S108. 74th Annual Meeting of the Society of Biological Psychiatry, Chicago, IL, USA, May 16, 2019 - May 18, 2019. Elsevier, New York (2019)
Computational Phenotyping in Borderline Personality Using a Role-Based Social Hierarchy Probe. In Biological Psychiatry, Talk (57)
95.
Talk
Peril, Prudence and Planning as Risk, Avoidance and Worry. Institute for Applied Computational Science, Harvard University, Cambridge, MA, USA (2022)
96.
Talk
Software Carpentry & Open Life Science: two great initiatives. The TNC Open Science Initiative, Tübingen, Germany (2021)
97.
Talk
Factual and Counterfactual Dopamine. Bernstein Conference 2021 Satellite Workshop: Distributed Representations in RL: from AI to Dopamine (2021)
98.
Talk
A computational model of aesthetic value. 43rd European Conference on Visual Perception (ECVP 2021) (2021)
99.
Talk
Multiple steps to the precipice: Risk aversion and worry in sequential decision-making. ICML 2021 Workshop on Computational Approaches to Mental Health (CA2MH Workshop) (2021)