Publikationen:
Abteilung für Computational Neuroscience
Zeitschriftenartikel (146)
1.
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Critical intelligence: computing defensive behaviour. Neuroscience and Biobehavioral Reviews 174, 106213 (2025)
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Playing repeated games with Large Language Models. Nature Human Behaviour Epub ahead (2025)
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Mesoscopic Theory for Coupled Stochastic Oscillators. Physical Review Letters 134, 197201 (2025)
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A task-invariant prior explains trial-by-trial active avoidance behaviour across gain and loss tasks. Communications Psychology 3 (1), 82 (2025)
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A prospective code for value in the serotonin system. Nature 641 (8064), S. 952 - 959 (2025)
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Nonlinear recurrent inhibition through facilitating serotonin release in the raphe. Nature Neuroscience 28 (5), S. 1024 - 1037 (2025)
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Mechanisms of Mistrust: A Bayesian Account of Misinformation Learning. PLOS Computational Biology 21 (5), e1012814 (2025)
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: A Timeline of Cognitive Costs in Decision Making. Trends in Cognitive Sciences Epub ahead (2025)
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Exploring Replay. Nature Communications 16 (1), 1657 (2025)
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Violation of Auditory Regularities is Reflected in Pupil Dynamics. Cortex 183, S. 66 - 86 (2025)
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The Alternative Factors Leading to Replication Crisis: Prediction and Evaluation. Evaluation Review 49 (1), S. 147 - 164 (2025)
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Noradrenergic and Dopaminergic modulation of meta-cognition and meta-control. PLOS Computational Biology 21 (2), e1012675 (2025)
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Multifaceted confidence in exploratory choice. PLOS ONE 20 (1), e0304923 (2025)
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Two types of motifs enhance human recall and generalization of long sequences. Communications Psychology 3 (1), 3 (2025)
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Two sub-cultures of explanatory computational psychiatry. Molecular Psychiatry 29 (12), S. 3928 - 3931 (2024)
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Early life adversities are associated with lower expected value signaling in the adult brain. Biological Psychiatry 96 (12), S. 948 - 958 (2024)
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Demystifying unsupervised learning: how it helps and hurts. Trends in Cognitive Sciences 28 (11), S. 974 - 986 (2024)
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Randomized crossover trial on motor and non-motor outcome of directional deep brain stimulation in Parkinson's disease. npj Parkinson's Disease 10 (1), 204 (2024)
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Structural influences on synaptic plasticity: the role of presynaptic connectivity in the emergence of E/I co-tuning. PLOS Computational Biology 20 (10), e1012510 (2024)
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(Mal)adaptive Mentalizing in the Cognitive Hierarchy, and Its Link to Paranoia. Computational Psychiatry 8 (1), S. 159 - 177 (2024)
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Design and evaluation of crowdsourcing platforms based on users' confidence judgments. Scientific Reports 14 (1), 18379 (2024)
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A Broken Duet: Multistable Dynamics in Dyadic Interactions. Entropy 26 (9), 731 (2024)
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: Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools. Nature Methods 21 (7), S. 1316 - 1328 (2024)
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Relating Objective Complexity, Subjective Complexity and Beauty in Binary Pixel Patterns. Psychology of Aesthetics, Creativity, and the Arts Epub ahead (2024)
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You are How You Eat: Foraging Behavior as a Potential Novel Marker of Rat Affective State. Affective Science 5 (3), S. 232 - 245 (2024)
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Topology-dependent coalescence controls scaling exponents in finite networks. Physical Review Research 6 (2), 023131 (2024)
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Bayesian reinforcement learning: A basic overview. Neurobiology of Learning and Memory 211, 107924 (2024)
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: Dopamine and serotonin in human substantia nigra track social context and value signals during economic exchange. Nature Human Behaviour 8 (4), S. 718 - 728 (2024)
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Wagers for work: Decomposing the costs of cognitive effort. PLOS Computational Biology 20 (4), e1012060 (2024)
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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 24 (2), S. 370 - 383 (2024)
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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 45 (4), e26539 (2024)
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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 256, 111109 (2024)
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Distributional reinforcement learning in prefrontal cortex. Nature Neuroscience 27 (3), S. 403 - 408 (2024)
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Political reinforcement learners. Trends in Cognitive Sciences 28 (3), S. 210 - 222 (2024)
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Modelling individual aesthetic judgements over time. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences 379 (1895), 20220414 (2024)
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Metric information in cognitive maps: Euclidean embedding of non-Euclidean environments. PLoS Computational Biology 19 (12), e1011748 (2023)
37.
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The scaling of mental computation in a sorting task. Cognition 241, 105605 (2023)
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From Complexity to Precision-Charting Decision-Making Through Normative Modeling. JAMA Psychiatry 81 (2), S. 117 - 118 (2023)
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Anxiety associated with perceived uncontrollable stress enhances expectations of environmental volatility and impairs reward learning. Scientific Reports 131 (1), 18451 (2023)
40.
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Reframing dopamine: A controlled controller at the limbic-motor interface. PLoS Computational Biology 19 (10), e1011569 (2023)
41.
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Generative replay underlies compositional inference in the hippocampal-prefrontal circuit. Cell 186 (22), S. 4885 - 4897 (2023)
42.
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A (dis-)information Theory of Revealed and Unrevealed Preferences: Emerging Deception and Skepticism via Theory of Mind. Open mind: discoveries in cognitive science 7, S. 608 - 624 (2023)
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Prosocial learning: Model-based or model-free? PLoS One 18 (6), e0287563 (2023)
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Interactive cognitive maps support flexible behavior under threat. Cell Reports 42 (8), 113008 (2023)
45.
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: Modular architecture facilitates noise-driven control of synchrony in neuronal networks. Science Advances 9 (34), eade1755 (2023)
46.
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Metacognitive Information Theory. Open mind: discoveries in cognitive science 7, S. 392 - 411 (2023)
47.
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Reply to "Post-encounter freezing during approach-avoidance conflict: the role of the hippocampus". Nature Reviews Neuroscience 24 (7), S. 453 - 454 (2023)
48.
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Your ears don't change what your eyes like: People can independently report the pleasure of music and images. Journal of Experimental Psychology: Human Perception and Performance 49 (6), S. 774 - 785 (2023)
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A computational process-tracing method for measuring people’s planning strategies and how they change over time. Behavior Research Methods 55 (4), S. 2037 - 2079 (2023)
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: Priorities for research on neuromodulatory subcortical systems in Alzheimer's disease: Position paper from the NSS PIA of ISTAART. Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring 19 (5), S. 2182 - 2196 (2023)
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The intrinsic variance of beauty judgment. Attention, Perception & Psychophysics 85 (4), S. 1355 - 1373 (2023)
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Chunking as a rational solution to the speed-accuracy trade-off in a serial reaction time task. Scientific Reports 13, 7680 (2023)
53.
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Representing absence of evidence: why algorithms and representations matter in models of language and cognition. Language, Cognition and Neuroscience 38 (4), S. 597 - 620 (2023)
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Metacognitive Computations for Information Search: Confidence in Control. Psychological Review 130 (3), S. 604 - 639 (2023)
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Formalising social representation to explain psychiatric symptoms. Trends in Cognitive Sciences 27 (3), S. 317 - 332 (2023)
56.
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: A modular architecture for organizing, processing and sharing neurophysiology data. Nature Methods 20 (3), S. 403 - 407 (2023)
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Evidence for entropy maximisation in human free choice behaviour. Cognition 232, 105328 (2023)
58.
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Replay and compositional computation. Neuron 111 (4), S. 454 - 469 (2023)
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Simple deterministic and complex probabilistic regularities underlying risky choices are acquired in a changing decision context. Scientific Reports 13 (1), 1127 (2023)
60.
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The role of the lateral orbitofrontal cortex in creating cognitive maps. Nature Neuroscience 26 (1), S. 107 - 115 (2023)
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A space of goals: the cognitive geometry of informationally bounded agents. Royal Society Open Science 9 (12), 211800 (2022)
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A Comparison of "Pruning" During Multi-Step Planning in Depressed and Healthy Individuals. Psychological Medicine 52 (16), S. 3948 - 3956 (2022)
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Regulation of social hierarchy learning by serotonin transporter availability. Neuropsychopharmacology 47 (13), S. 2205 - 2212 (2022)
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Tackling the subsampling problem to infer collective properties from limited data. Nature Reviews Physics 4 (12), S. 770 - 784 (2022)
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Rich dynamics and functional organization on topographically designed neuronal networks in vitro. iScience 25 (12), 105680 (2022)
66.
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A computational model of aesthetic value. Psychological Review 129 (6), S. 1319 - 1337 (2022)
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The excitatory-inhibitory branching process: a parsimonious view of cortical asynchronous states, excitability, and criticality. Physical Review Research 4, L042027 (2022)
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Tracking human skill learning with a hierarchical Bayesian sequence model. PLoS Computational Biology 18 (11), e1009866 (2022)
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When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents. Artificial Life 28 (4), S. 458 - 478 (2022)
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Divisive normalization is an efficient code for multivariate Pareto-distributed environments. Proceedings of the National Academy of Sciences of the United States of America 119 (40), e2120581119 (2022)
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Vigilance, arousal, and acetylcholine: Optimal control of attention in a simple detection task. PLoS Computational Biology 18 (10), e1010642 (2022)
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Multistability, perceptual value, and internal foraging. Neuron 110 (19), S. 3076 - 3090 (2022)
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Freezing revisited: coordinated autonomic and central optimization of threat coping. Nature Reviews Neuroscience 23 (9), S. 568 - 580 (2022)
74.
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Interactions between attributions and beliefs at trial-by-trial level: Evidence from a novel computer game task. PLoS Computational Biology 18 (9), e1009920 (2022)
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Increased persuadability and credulity in people with corpus callosum dysgenesis. Cortex 155, S. 251 - 263 (2022)
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Knowing me, knowing you: Interpersonal similarity improves predictive accuracy and reduces attributions of harmful intent. Cognition 225, 105098 (2022)
77.
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: Explicit knowledge of task structure is a primary determinant of human model-based action. Nature Human Behaviour 6 (8), S. 1126 - 1141 (2022)
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The pursuit of happiness: A reinforcement learning perspective on habituation and comparisons. PLoS Computational Biology 18 (8), e1010316 (2022)
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Biased belief priors versus biased belief updating: Differential correlates of depression and anxiety. PLoS Computational Biology 18 (8), e1010176 (2022)
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Neurofeedback through the lens of reinforcement learning. Trends in Neurosciences 45 (8), S. 579 - 593 (2022)
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Reply to Zhen and Yu: Cognitive control as questionable proxy for deliberation in honest behaviors. Proceedings of the National Academy of Sciences of the United States of America 119 (27), e2203613119 (2022)
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The broad edge of synchronization: Griffiths effects and collective phenomena in brain networks. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 380 (2227), 20200424 (2022)
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Influences of social uncertainty and serotonin on gambling decisions. Scientific Reports 12 (1), 10220 (2022)
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A Model of Trust. Games 13 (3), 39 (2022)
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When unsupervised training benefits category learning. Cognition 221, 104984 (2022)
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Spatial preferences account for inter-animal variability during the continual learning of a dynamic cognitive task. Cell Reports 39 (3), 110708 (2022)
87.
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Peril, Prudence and Planning as Risk, Avoidance and Worry. Journal of Mathematical Psychology 106 (2022)
88.
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The Computational and Neural Substrates of Ambiguity Avoidance in Anxiety. Computational Psychiatry 6 (1), S. 8 - 33 (2022)
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Optimism and Pessimism in Optimised Replay. PLoS Computational Biology 18 (1) (2022)
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What Happens in Your Brain When You Walk Down the Street? Implications of Architectural Proportions, Biophilia, and Fractal Geometry for Urban Science. Urban Science 6 (1), 3 (2022)
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“Liking” as an early and editable draft of long-run affective value. PLoS Biology 20 (1), e3001476 (2022)
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Liking. Current Biology 31 (24), S. R1555 - R1557 (2021)
93.
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Dopamine enhances model-free credit assignment through boosting of retrospective model-based inference. eLife 10 (2021)
94.
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Human Belief State-Based Exploration and Exploitation in an Information-Selective Symmetric Reversal Bandit Task. Computational Brain & Behavior 4 (4), S. 442 - 462 (2021)
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Understanding identification-based trust in the light of affiliative bonding: Meta-analytic neuroimaging evidence. Neuroscience and Biobehavioral Reviews 131, S. 627 - 641 (2021)
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Intrinsic functional connectivity of the frontoparietal network predicts inter-individual differences in the propensity for costly third-party punishment. Cognitive, Affective and Behavioral Neuroscience 21 (6), S. 1222 - 1232 (2021)
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Weighted directed clustering: interpretations and requirements for heterogeneous, inferred, and measured networks. Physical Review Research 3, 043124 (2021)
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Using Primary Reinforcement to Enhance Translatability of a Human Affect and Decision-Making Judgment Bias Task. Journal of Cognitive Neuroscience 33 (12), S. 2523 - 2535 (2021)
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Humans use forward thinking to exploit social controllability. eLife 10 (2021)