Publikationen:
Abteilung für Computational Neuroscience
Zeitschriftenartikel (125)
1.
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21 (7), S. 1316 - 1328 (2024)
Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools. Nature Methods 2.
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Epub ahead (2024)
Two sub-cultures of explanatory computational psychiatry. Molecular Psychiatry 3.
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6 (2), 023131 (2024)
Topology-dependent coalescence controls scaling exponents in finite networks. Physical Review Research 4.
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211, 107924 (2024)
Bayesian reinforcement learning: A basic overview. Neurobiology of Learning and Memory 5.
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8 (4), S. 718 - 728 (2024)
Dopamine and serotonin in human substantia nigra track social context and value signals during economic exchange. Nature Human Behaviour 6.
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20 (4), e1012060 (2024)
Wagers for work: Decomposing the costs of cognitive effort. PLOS Computational Biology 7.
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24 (2), S. 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 8.
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Epub ahead (2024)
Early life adversities are associated with lower expected value signaling in the adult brain. Biological Psychiatry 9.
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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 10.
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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 11.
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27 (3), S. 403 - 408 (2024)
Distributional reinforcement learning in prefrontal cortex. Nature Neuroscience 12.
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28 (3), S. 210 - 222 (2024)
Political reinforcement learners. Trends in Cognitive Sciences 13.
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Epub ahead (2024)
The Alternative Factors Leading to Replication Crisis: Prediction and Evaluation. Evaluation Review 14.
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379 (1895), 20220414 (2024)
Modelling individual aesthetic judgements over time. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences 15.
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19 (12), e1011748 (2023)
Metric information in cognitive maps: Euclidean embedding of non-Euclidean environments. PLoS Computational Biology 16.
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241, 105605 (2023)
The scaling of mental computation in a sorting task. Cognition 17.
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81 (2), S. 117 - 118 (2023)
From Complexity to Precision-Charting Decision-Making Through Normative Modeling. JAMA Psychiatry 18.
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131 (1), 18451 (2023)
Anxiety associated with perceived uncontrollable stress enhances expectations of environmental volatility and impairs reward learning. Scientific Reports 19.
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19 (10), e1011569 (2023)
Reframing dopamine: A controlled controller at the limbic-motor interface. PLoS Computational Biology 20.
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186 (22), S. 4885 - 4897 (2023)
Generative replay underlies compositional inference in the hippocampal-prefrontal circuit. Cell 21.
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7, S. 608 - 624 (2023)
A (dis-)information Theory of Revealed and Unrevealed Preferences: Emerging Deception and Skepticism via Theory of Mind. Open mind: discoveries in cognitive science 22.
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18 (6), e0287563 (2023)
Prosocial learning: Model-based or model-free? PLoS One 23.
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42 (8), 113008 (2023)
Interactive cognitive maps support flexible behavior under threat. Cell Reports 24.
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9 (34), eade1755 (2023)
Modular architecture facilitates noise-driven control of synchrony in neuronal networks. Science Advances 25.
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7, S. 392 - 411 (2023)
Metacognitive Information Theory. Open mind: discoveries in cognitive science 26.
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24 (7), S. 453 - 454 (2023)
Reply to "Post-encounter freezing during approach-avoidance conflict: the role of the hippocampus". Nature Reviews Neuroscience 27.
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49 (6), S. 774 - 785 (2023)
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 28.
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55 (4), S. 2037 - 2079 (2023)
A computational process-tracing method for measuring people’s planning strategies and how they change over time. Behavior Research Methods 29.
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19 (5), S. 2182 - 2196 (2023)
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 30.
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85 (4), S. 1355 - 1373 (2023)
The intrinsic variance of beauty judgment. Attention, Perception & Psychophysics 31.
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13, 7680 (2023)
Chunking as a rational solution to the speed-accuracy trade-off in a serial reaction time task. Scientific Reports 32.
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38 (4), S. 597 - 620 (2023)
Representing absence of evidence: why algorithms and representations matter in models of language and cognition. Language, Cognition and Neuroscience 33.
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130 (3), S. 604 - 639 (2023)
Metacognitive Computations for Information Search: Confidence in Control. Psychological Review 34.
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27 (3), S. 317 - 332 (2023)
Formalising social representation to explain psychiatric symptoms. Trends in Cognitive Sciences 35.
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20 (3), S. 403 - 407 (2023)
A modular architecture for organizing, processing and sharing neurophysiology data. Nature Methods 36.
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232, 105328 (2023)
Evidence for entropy maximisation in human free choice behaviour. Cognition 37.
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111 (4), S. 454 - 469 (2023)
Replay and compositional computation. Neuron 38.
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13 (1), 1127 (2023)
Simple deterministic and complex probabilistic regularities underlying risky choices are acquired in a changing decision context. Scientific Reports 39.
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26 (1), S. 107 - 115 (2023)
The role of the lateral orbitofrontal cortex in creating cognitive maps. Nature Neuroscience 40.
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9 (12), 211800 (2022)
A space of goals: the cognitive geometry of informationally bounded agents. Royal Society Open Science 41.
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52 (16), S. 3948 - 3956 (2022)
A Comparison of "Pruning" During Multi-Step Planning in Depressed and Healthy Individuals. Psychological Medicine 42.
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47 (13), S. 2205 - 2212 (2022)
Regulation of social hierarchy learning by serotonin transporter availability. Neuropsychopharmacology 43.
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4 (12), S. 770 - 784 (2022)
Tackling the subsampling problem to infer collective properties from limited data. Nature Reviews Physics 44.
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25 (12), 105680 (2022)
Rich dynamics and functional organization on topographically designed neuronal networks in vitro. iScience 45.
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129 (6), S. 1319 - 1337 (2022)
A computational model of aesthetic value. Psychological Review 46.
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4, L042027 (2022)
The excitatory-inhibitory branching process: a parsimonious view of cortical asynchronous states, excitability, and criticality. Physical Review Research 47.
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18 (11), e1009866 (2022)
Tracking human skill learning with a hierarchical Bayesian sequence model. PLoS Computational Biology 48.
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28 (4), S. 458 - 478 (2022)
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents. Artificial Life 49.
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119 (40), e2120581119 (2022)
Divisive normalization is an efficient code for multivariate Pareto-distributed environments. Proceedings of the National Academy of Sciences of the United States of America 50.
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18 (10), e1010642 (2022)
Vigilance, arousal, and acetylcholine: Optimal control of attention in a simple detection task. PLoS Computational Biology 51.
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110 (19), S. 3076 - 3090 (2022)
Multistability, perceptual value, and internal foraging. Neuron 52.
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23 (9), S. 568 - 580 (2022)
Freezing revisited: coordinated autonomic and central optimization of threat coping. Nature Reviews Neuroscience 53.
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18 (9), e1009920 (2022)
Interactions between attributions and beliefs at trial-by-trial level: Evidence from a novel computer game task. PLoS Computational Biology 54.
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155, S. 251 - 263 (2022)
Increased persuadability and credulity in people with corpus callosum dysgenesis. Cortex 55.
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225, 105098 (2022)
Knowing me, knowing you: Interpersonal similarity improves predictive accuracy and reduces attributions of harmful intent. Cognition 56.
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6 (8), S. 1126 - 1141 (2022)
Explicit knowledge of task structure is a primary determinant of human model-based action. Nature Human Behaviour 57.
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18 (8), e1010316 (2022)
The pursuit of happiness: A reinforcement learning perspective on habituation and comparisons. PLoS Computational Biology 58.
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18 (8), e1010176 (2022)
Biased belief priors versus biased belief updating: Differential correlates of depression and anxiety. PLoS Computational Biology 59.
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45 (8), S. 579 - 593 (2022)
Neurofeedback through the lens of reinforcement learning. Trends in Neurosciences 60.
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119 (27), e2203613119 (2022)
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 61.
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380 (2227), 20200424 (2022)
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 62.
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12 (1), 10220 (2022)
Influences of social uncertainty and serotonin on gambling decisions. Scientific Reports 63.
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13 (3), 39 (2022)
A Model of Trust. Games 64.
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221, 104984 (2022)
When unsupervised training benefits category learning. Cognition 65.
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39 (3), 110708 (2022)
Spatial preferences account for inter-animal variability during the continual learning of a dynamic cognitive task. Cell Reports 66.
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106 (2022)
Peril, Prudence and Planning as Risk, Avoidance and Worry. Journal of Mathematical Psychology 67.
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6 (1), S. 8 - 33 (2022)
The Computational and Neural Substrates of Ambiguity Avoidance in Anxiety. Computational Psychiatry 68.
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18 (1) (2022)
Optimism and Pessimism in Optimised Replay. PLoS Computational Biology 69.
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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 70.
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20 (1), e3001476 (2022)
“Liking” as an early and editable draft of long-run affective value. PLoS Biology 71.
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31 (24), S. R1555 - R1557 (2021)
Liking. Current Biology 72.
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10 (2021)
Dopamine enhances model-free credit assignment through boosting of retrospective model-based inference. eLife 73.
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4 (4), S. 442 - 462 (2021)
Human Belief State-Based Exploration and Exploitation in an Information-Selective Symmetric Reversal Bandit Task. Computational Brain & Behavior 74.
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131, S. 627 - 641 (2021)
Understanding identification-based trust in the light of affiliative bonding: Meta-analytic neuroimaging evidence. Neuroscience and Biobehavioral Reviews 75.
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21 (6), S. 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 76.
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3, 043124 (2021)
Weighted directed clustering: interpretations and requirements for heterogeneous, inferred, and measured networks. Physical Review Research 77.
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33 (12), S. 2523 - 2535 (2021)
Using Primary Reinforcement to Enhance Translatability of a Human Affect and Decision-Making Judgment Bias Task. Journal of Cognitive Neuroscience 78.
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10 (2021)
Humans use forward thinking to exploit social controllability. eLife 79.
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118 (43), S. 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 80.
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219, S. 1 - 12 (2021)
Beauty, the feeling. Acta Psychologica 81.
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The broad edge of synchronisation: Griffiths effects and collective phenomena in brain networks. (eingereicht)
82.
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24 (9), 103005 (2021)
Control over patch encounters changes foraging behavior. iScience 83.
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24 (9), 103005 (2021)
Control over patch encounters changes foraging behaviour. iScience 84.
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12, 5478 (2021)
Neural encoding of perceived patch value during competitive and hazardous virtual foraging. Nature Communications 85.
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128, S. 383 - 393 (2021)
Determinants and modulators of human social decisions. Neuroscience and Biobehavioral Reviews 86.
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17 (7), S. 1 - 25 (2021)
Internality and the internalisation of failure: Evidence from a novel task. PLoS Computational Biology 87.
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31 (13), S. 2747 - 2756 (2021)
Efficiency and prioritization of inference-based credit assignment. Current Biology 88.
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11 (1), 10132, S. 1 - 20 (2021)
Adaptation to recent outcomes attenuates the lasting effect of initial experience on risky decisions. Scientific Reports 89.
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83 (3), S. 1179 - 1188 (2021)
The pleasure of multiple images. Attention, Perception & Psychophysics 90.
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83 (3), S. 1189 (2021)
Correction to: The pleasure of multiple images. Attention, Perception & Psychophysics 91.
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44, e35 (2021)
When will's wont wants wanting. Behavioral and Brain Sciences 92.
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30, 102617, S. 1 - 9 (2021)
Resting-state brain oscillations predict cognitive function in psychiatric disorders: A transdiagnostic machine learning approach. NeuroImage: Clinical 93.
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109 (1), S. 149 - 163 (2021)
The Anterior Cingulate Cortex Predicts Future States to Mediate Model-Based Action Selection. Neuron 94.
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118 (4), S. 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 95.
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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 96.
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9, S. 1 - 51 (2020)
Impaired adaptation of learning to contingency volatility in internalizing psychopathology. eLife 97.
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23 (12), 101772 (2020)
Computational psychiatry for computers. iScience 98.
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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 99.
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118, S. 186 - 195 (2020)
Neural signatures of prosocial behaviors. Neuroscience and Biobehavioral Reviews