Publications:
Department for Computational Neuroscience
Journal Article (132)
1.
Journal Article
183, pp. 66 - 86 (2025)
Violation of Auditory Regularities is Reflected in Pupil Dynamics. Cortex 2.
Journal Article
29 (12), pp. 3928 - 3931 (2024)
Two sub-cultures of explanatory computational psychiatry. Molecular Psychiatry 3.
Journal Article
96 (12), pp. 948 - 958 (2024)
Early life adversities are associated with lower expected value signaling in the adult brain. Biological Psychiatry 4.
Journal Article
28 (11), pp. 974 - 986 (2024)
Demystifying unsupervised learning: how it helps and hurts. Trends in Cognitive Sciences 5.
Journal Article
10 (1), 204 (2024)
Randomized crossover trial on motor and non-motor outcome of directional deep brain stimulation in Parkinson's disease. npj Parkinson's Disease 6.
Journal Article
20 (10), e1012510 (2024)
Structural influences on synaptic plasticity: the role of presynaptic connectivity in the emergence of E/I co-tuning. PLOS Computational Biology 7.
Journal Article
8 (1), pp. 159 - 177 (2024)
(Mal)adaptive Mentalizing in the Cognitive Hierarchy, and Its Link to Paranoia. Computational Psychiatry 8.
Journal Article
26 (9), 731 (2024)
A Broken Duet: Multistable Dynamics in Dyadic Interactions. Entropy 9.
Journal Article
21 (7), pp. 1316 - 1328 (2024)
Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools. Nature Methods 10.
Journal Article
5 (3), pp. 232 - 245 (2024)
You are How You Eat: Foraging Behavior as a Potential Novel Marker of Rat Affective State. Affective Science 11.
Journal Article
6 (2), 023131 (2024)
Topology-dependent coalescence controls scaling exponents in finite networks. Physical Review Research 12.
Journal Article
211, 107924 (2024)
Bayesian reinforcement learning: A basic overview. Neurobiology of Learning and Memory 13.
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 14.
Journal Article
20 (4), e1012060 (2024)
Wagers for work: Decomposing the costs of cognitive effort. PLOS Computational Biology 15.
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 16.
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 17.
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 18.
Journal Article
27 (3), pp. 403 - 408 (2024)
Distributional reinforcement learning in prefrontal cortex. Nature Neuroscience 19.
Journal Article
28 (3), pp. 210 - 222 (2024)
Political reinforcement learners. Trends in Cognitive Sciences 20.
Journal Article
Epub ahead (2024)
The Alternative Factors Leading to Replication Crisis: Prediction and Evaluation. Evaluation Review 21.
Journal Article
379 (1895), 20220414 (2024)
Modelling individual aesthetic judgements over time. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences 22.
Journal Article
19 (12), e1011748 (2023)
Metric information in cognitive maps: Euclidean embedding of non-Euclidean environments. PLoS Computational Biology 23.
Journal Article
241, 105605 (2023)
The scaling of mental computation in a sorting task. Cognition 24.
Journal Article
81 (2), pp. 117 - 118 (2023)
From Complexity to Precision-Charting Decision-Making Through Normative Modeling. JAMA Psychiatry 25.
Journal Article
131 (1), 18451 (2023)
Anxiety associated with perceived uncontrollable stress enhances expectations of environmental volatility and impairs reward learning. Scientific Reports 26.
Journal Article
19 (10), e1011569 (2023)
Reframing dopamine: A controlled controller at the limbic-motor interface. PLoS Computational Biology 27.
Journal Article
186 (22), pp. 4885 - 4897 (2023)
Generative replay underlies compositional inference in the hippocampal-prefrontal circuit. Cell 28.
Journal Article
7, pp. 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 29.
Journal Article
18 (6), e0287563 (2023)
Prosocial learning: Model-based or model-free? PLoS One 30.
Journal Article
42 (8), 113008 (2023)
Interactive cognitive maps support flexible behavior under threat. Cell Reports 31.
Journal Article
9 (34), eade1755 (2023)
Modular architecture facilitates noise-driven control of synchrony in neuronal networks. Science Advances 32.
Journal Article
7, pp. 392 - 411 (2023)
Metacognitive Information Theory. Open mind: discoveries in cognitive science 33.
Journal Article
24 (7), pp. 453 - 454 (2023)
Reply to "Post-encounter freezing during approach-avoidance conflict: the role of the hippocampus". Nature Reviews Neuroscience 34.
Journal Article
49 (6), pp. 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 35.
Journal Article
55 (4), pp. 2037 - 2079 (2023)
A computational process-tracing method for measuring people’s planning strategies and how they change over time. Behavior Research Methods 36.
Journal Article
19 (5), pp. 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 37.
Journal Article
85 (4), pp. 1355 - 1373 (2023)
The intrinsic variance of beauty judgment. Attention, Perception & Psychophysics 38.
Journal Article
13, 7680 (2023)
Chunking as a rational solution to the speed-accuracy trade-off in a serial reaction time task. Scientific Reports 39.
Journal Article
38 (4), pp. 597 - 620 (2023)
Representing absence of evidence: why algorithms and representations matter in models of language and cognition. Language, Cognition and Neuroscience 40.
Journal Article
130 (3), pp. 604 - 639 (2023)
Metacognitive Computations for Information Search: Confidence in Control. Psychological Review 41.
Journal Article
27 (3), pp. 317 - 332 (2023)
Formalising social representation to explain psychiatric symptoms. Trends in Cognitive Sciences 42.
Journal Article
20 (3), pp. 403 - 407 (2023)
A modular architecture for organizing, processing and sharing neurophysiology data. Nature Methods 43.
Journal Article
232, 105328 (2023)
Evidence for entropy maximisation in human free choice behaviour. Cognition 44.
Journal Article
111 (4), pp. 454 - 469 (2023)
Replay and compositional computation. Neuron 45.
Journal Article
13 (1), 1127 (2023)
Simple deterministic and complex probabilistic regularities underlying risky choices are acquired in a changing decision context. Scientific Reports 46.
Journal Article
26 (1), pp. 107 - 115 (2023)
The role of the lateral orbitofrontal cortex in creating cognitive maps. Nature Neuroscience 47.
Journal Article
9 (12), 211800 (2022)
A space of goals: the cognitive geometry of informationally bounded agents. Royal Society Open Science 48.
Journal Article
52 (16), pp. 3948 - 3956 (2022)
A Comparison of "Pruning" During Multi-Step Planning in Depressed and Healthy Individuals. Psychological Medicine 49.
Journal Article
47 (13), pp. 2205 - 2212 (2022)
Regulation of social hierarchy learning by serotonin transporter availability. Neuropsychopharmacology 50.
Journal Article
4 (12), pp. 770 - 784 (2022)
Tackling the subsampling problem to infer collective properties from limited data. Nature Reviews Physics 51.
Journal Article
25 (12), 105680 (2022)
Rich dynamics and functional organization on topographically designed neuronal networks in vitro. iScience 52.
Journal Article
129 (6), pp. 1319 - 1337 (2022)
A computational model of aesthetic value. Psychological Review 53.
Journal Article
4, L042027 (2022)
The excitatory-inhibitory branching process: a parsimonious view of cortical asynchronous states, excitability, and criticality. Physical Review Research 54.
Journal Article
18 (11), e1009866 (2022)
Tracking human skill learning with a hierarchical Bayesian sequence model. PLoS Computational Biology 55.
Journal Article
28 (4), pp. 458 - 478 (2022)
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents. Artificial Life 56.
Journal Article
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 57.
Journal Article
18 (10), e1010642 (2022)
Vigilance, arousal, and acetylcholine: Optimal control of attention in a simple detection task. PLoS Computational Biology 58.
Journal Article
110 (19), pp. 3076 - 3090 (2022)
Multistability, perceptual value, and internal foraging. Neuron 59.
Journal Article
23 (9), pp. 568 - 580 (2022)
Freezing revisited: coordinated autonomic and central optimization of threat coping. Nature Reviews Neuroscience 60.
Journal Article
18 (9), e1009920 (2022)
Interactions between attributions and beliefs at trial-by-trial level: Evidence from a novel computer game task. PLoS Computational Biology 61.
Journal Article
155, pp. 251 - 263 (2022)
Increased persuadability and credulity in people with corpus callosum dysgenesis. Cortex 62.
Journal Article
225, 105098 (2022)
Knowing me, knowing you: Interpersonal similarity improves predictive accuracy and reduces attributions of harmful intent. Cognition 63.
Journal Article
6 (8), pp. 1126 - 1141 (2022)
Explicit knowledge of task structure is a primary determinant of human model-based action. Nature Human Behaviour 64.
Journal Article
18 (8), e1010316 (2022)
The pursuit of happiness: A reinforcement learning perspective on habituation and comparisons. PLoS Computational Biology 65.
Journal Article
18 (8), e1010176 (2022)
Biased belief priors versus biased belief updating: Differential correlates of depression and anxiety. PLoS Computational Biology 66.
Journal Article
45 (8), pp. 579 - 593 (2022)
Neurofeedback through the lens of reinforcement learning. Trends in Neurosciences 67.
Journal Article
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 68.
Journal Article
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 69.
Journal Article
12 (1), 10220 (2022)
Influences of social uncertainty and serotonin on gambling decisions. Scientific Reports 70.
Journal Article
13 (3), 39 (2022)
A Model of Trust. Games 71.
Journal Article
221, 104984 (2022)
When unsupervised training benefits category learning. Cognition 72.
Journal Article
39 (3), 110708 (2022)
Spatial preferences account for inter-animal variability during the continual learning of a dynamic cognitive task. Cell Reports 73.
Journal Article
106 (2022)
Peril, Prudence and Planning as Risk, Avoidance and Worry. Journal of Mathematical Psychology 74.
Journal Article
6 (1), pp. 8 - 33 (2022)
The Computational and Neural Substrates of Ambiguity Avoidance in Anxiety. Computational Psychiatry 75.
Journal Article
18 (1) (2022)
Optimism and Pessimism in Optimised Replay. PLoS Computational Biology 76.
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 77.
Journal Article
20 (1), e3001476 (2022)
“Liking” as an early and editable draft of long-run affective value. PLoS Biology 78.
Journal Article
31 (24), pp. R1555 - R1557 (2021)
Liking. Current Biology 79.
Journal Article
10 (2021)
Dopamine enhances model-free credit assignment through boosting of retrospective model-based inference. eLife 80.
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 81.
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 82.
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 83.
Journal Article
3, 043124 (2021)
Weighted directed clustering: interpretations and requirements for heterogeneous, inferred, and measured networks. Physical Review Research 84.
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 85.
Journal Article
10 (2021)
Humans use forward thinking to exploit social controllability. eLife 86.
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 87.
Journal Article
219, pp. 1 - 12 (2021)
Beauty, the feeling. Acta Psychologica 88.
Journal Article
The broad edge of synchronisation: Griffiths effects and collective phenomena in brain networks. (submitted)
89.
Journal Article
24 (9), 103005 (2021)
Control over patch encounters changes foraging behavior. iScience 90.
Journal Article
24 (9), 103005 (2021)
Control over patch encounters changes foraging behaviour. iScience 91.
Journal Article
12, 5478 (2021)
Neural encoding of perceived patch value during competitive and hazardous virtual foraging. Nature Communications 92.
Journal Article
128, pp. 383 - 393 (2021)
Determinants and modulators of human social decisions. Neuroscience and Biobehavioral Reviews 93.
Journal Article
17 (7), pp. 1 - 25 (2021)
Internality and the internalisation of failure: Evidence from a novel task. PLoS Computational Biology 94.
Journal Article
31 (13), pp. 2747 - 2756 (2021)
Efficiency and prioritization of inference-based credit assignment. Current Biology 95.
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 96.
Journal Article
83 (3), pp. 1179 - 1188 (2021)
The pleasure of multiple images. Attention, Perception & Psychophysics 97.
Journal Article
83 (3), p. 1189 (2021)
Correction to: The pleasure of multiple images. Attention, Perception & Psychophysics 98.
Journal Article
44, e35 (2021)
When will's wont wants wanting. Behavioral and Brain Sciences 99.
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