Publications:
Department for Computational Neuroscience
Journal Article (12)
1.
Journal Article
6 (2), 023131 (2024)
Topology-dependent coalescence controls scaling exponents in finite networks. Physical Review Research 2.
Journal Article
211, 107924 (2024)
Bayesian reinforcement learning: A basic overview. Neurobiology of Learning and Memory 3.
Journal Article
8 (4), pp. 718 - 728 (2024)
Dopamine and serotonin in human substantia nigra track social context and value signals during economic exchange. Nature Human Behaviour 4.
Journal Article
20 (4), e1012060 (2024)
Wagers for work: Decomposing the costs of cognitive effort. PLOS Computational Biology 5.
Journal Article
24 (2), pp. 370 - 383 (2024)
A primer on the use of computational modelling to investigate affective states, affective disorders and animal welfare in non-human animals. Cognitive, Affective and Behavioral Neuroscience 6.
Journal Article
Epub ahead (2024)
Early life adversities are associated with lower expected value signaling in the adult brain. Biological Psychiatry 7.
Journal Article
45 (4), e26539 (2024)
Decreased long-range temporal correlations in the resting-state functional magnetic resonance imaging blood-oxygen-level-dependent signal reflect motor sequence learning up to 2 weeks following training. Human Brain Mapping 8.
Journal Article
256, 111109 (2024)
People with a tobacco use disorder exhibit misaligned Bayesian belief updating by falsely attributing non-drug cues as worse predictors of positive outcomes compared to drug cues. Drug and Alcohol Dependence 9.
Journal Article
27 (3), pp. 403 - 408 (2024)
Distributional reinforcement learning in prefrontal cortex. Nature Neuroscience 10.
Journal Article
28 (3), pp. 210 - 222 (2024)
Political reinforcement learners. Trends in Cognitive Sciences 11.
Journal Article
Epub ahead (2024)
The Alternative Factors Leading to Replication Crisis: Prediction and Evaluation. Evaluation Review 12.
Journal Article
379 (1895), 20220414 (2024)
Modelling individual aesthetic judgements over time. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences Book Chapter (1)
13.
Book Chapter
Aesthetic boredom. In: The Routledge International Handbook of Boredom (Eds. Bieleke, M.; Wolff, W.; Martarelli, C.). Routledge, London, UK (2024)
Conference Paper (1)
14.
Conference Paper
Emergent Dominance Hierarchies in Reinforcement Learning Agents. In: 23rd International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2024), pp. 2426 - 2428. 23rd International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2024), Auckland, New Zealand, May 06, 2024 - May 10, 2024. (2024)
Poster (3)
15.
Poster
Choice-wide behavioral association study: reliable and interpretable differences across learning. Computational and Systems Neuroscience Meeting (COSYNE 2024), Lisboa, Portugal (2024)
16.
Poster
Integrating allocentric and egocentric representations for flexible navigation. Computational and Systems Neuroscience Meeting (COSYNE 2024), Lisboa, Portugal (2024)
17.
Poster
The hippocampus as an unpredicted map: Hippocampal traces of uncertainties induced by changes in reward distributions. Computational and Systems Neuroscience Meeting (COSYNE 2024), Lisboa, Portugal (2024)
Preprint (10)
18.
Preprint
Detecting and Deterring Manipulation in a Cognitive Hierarchy. (submitted)
19.
Preprint
The choice-wide behavioral association study: data-driven identification of interpretable behavioral components. (submitted)
20.
Preprint
Systems Neuroscience Computing in Python (SyNCoPy): A Python Package for Large-scale Analysis of Electrophysiological Data. (submitted)
21.
Preprint
Beyond Theory of Mind: A formal interoperable framework for social inference and representation. (submitted)
22.
Preprint
Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools. (submitted)
23.
Preprint
Overly deep hierarchical mentalizing produces paranoia: a new formal theory. (submitted)
24.
Preprint
Risking your Tail: Modeling Individual Differences in Risk-sensitive Exploration using Conditional Value at Risk and Bayes Adaptive Markov Decision Processes. (submitted)
25.
Preprint
Violation of Auditory Regularities is Reflected in Pupil Dynamics. (submitted)
26.
Preprint
Revising clustering and small-worldness in brain networks. (submitted)
27.
Preprint
Risking your Tail: Curiosity, Danger and Exploration. (submitted)