Publications Dept. Computational Neuroscience

1.

Journal Article

Fazlali, F.; Lazar, R.; Yahya, F.; Stefani, O.; Spitschan, M.; Cajochen, C.: Sex and seasonal variations in melatonin suppression, and alerting response to light. Journal of the Endocrine Society 9 (12), bvaf155 (2025)

MPG.PuRe

DOI

2.

Journal Article

Razavi, S.; Moutoussis, M.; Dayan, P.; Raihani, N.; Bell, V.; Barnby, J.: Pseudo-approaches lead to pseudo-explanations: reply to Corlett et al. Trends in Cognitive Sciences 29 (12), pp. 1065 - 1066 (2025)

MPG.PuRe

DOI

3.

Journal Article

Shen, T.; Dayan, P.: Individual differences in tail risk sensitive exploration using Bayes-adaptive Markov decision processes. eLife 13, RP100366 (2025)

MPG.PuRe

DOI

4.

Journal Article

Graham, T.; Spitzer, B.: Asymmetric learning and adaptability to changes in relational structure during transitive inference. Communications Psychology 3, 155 (2025)

MPG.PuRe

DOI

5.

Journal Article

Sajid, N.; Medrano, J.: Dissociating model architectures from inference computations. Cognitive Neuroscience 16 (1-4), pp. 26 - 28 (2025)

MPG.PuRe

DOI

6.

Journal Article

Valton, V.; Mkrtchian, A.; Moses-Payne, M.; Gray, A.; Kieslich, K.; VanUrk, S.; Samborska, V.; Halahakoon, D.; Manohar, S.; Dayan, P. et al.; Husain, M.; Roiser, J.: A computational approach to understanding effort-based decision-making in depression. Psychological Medicine 55, e302 (2025)

MPG.PuRe

DOI

7.

Journal Article

Woller, J.; Menrath, D.; Gharabaghi, A.: Generalized contrastive PCA is equivalent to generalized eigendecomposition. PLOS Computational Biology 21 (10), e1013555 (2025)

MPG.PuRe

DOI

8.

Journal Article

Modirshanechi, A.; Lin, W.-H.; Xu, H.; Herzog, M.; Gerstner, W.: Novelty as a drive of human exploration in complex stochastic environments. Proceedings of the National Academy of Sciences of the United States of America 122 (39), e2502193122 (2025)

MPG.PuRe

DOI

9.

Journal Article

Schulze, C.; Aka, A.; Bartels, D.; Bucher, S.; Embrey, J.; Gureckis, T.; Häubl, G.; Ho, M.; Krajbich, I.; Moore, A. et al.; Oettingen, I.; Moore, A.; Oettingen, G.; Ongchoco, J.; Oprea, R.; Reinholtz, N.; Newell, B.: A Timeline of Cognitive Costs in Decision Making. Trends in Cognitive Sciences 29 (9), pp. 827 - 839 (2025)

MPG.PuRe

DOI

10.

Journal Article

Binz, M.; Akata, E.; Bethge, M.; Brändle, F.; Callaway, F.; Coda-Forno, J.; Dayan, P.; Demircan, C.; Eckstein, M.; Éltetö, N. et al.; Griffiths, T.; Haridi, S.; Jagadish, A.; Li, J.-A.; Kipnis, A.; Kumar, S.; Ludwig, T.; Mathony, M.; Mattar, M.; Modirshanechi, A.; Nath, S.; Peterson, J.; Rmus, M.; Russek, E.; Saanum, T.; Schubert, J.; Schulze Buschoff, L.; Singhi, N.; Sui, X.; Thalmann, M.; Theis, F.; Truong, V.; Udandarao, V.; Voudouris, K.; Wilson, R.; Witte, K.; Wu, S.; Wulff, D.; Xiong, H.; Schulz, E.: A foundation model to predict and capture human cognition. Nature 644 (8078), pp. 1002 - 1009 (2025)

MPG.PuRe

DOI

11.

Journal Article

Akata, E.; Schulz, L.; Coda-Forno, J.; Oh, S.; Bethge, M.; Schulz, E.: Playing repeated games with Large Language Models. Nature Human Behaviour 9 (7), pp. 1380 - 1390 (2025)

MPG.PuRe

DOI

12.

Journal Article

Barnby, J.; Nguyen, J.; Griem, J.; Wloszek, M.; Burgess, H.; Richards, L.; Kingston, J.; Cooper, G.; Montague, P.; Dayan, P. et al.; Nolte, T.; Fonagy, P.; London Personality and Mood Disorders Consortium: Self-Other Generalisation Shapes Social Interaction and Is Disrupted in Borderline Personality Disorder. eLife 14, RP104008 (2025)

MPG.PuRe

DOI

13.

Journal Article

Brochard, J.; Dayan, P.; Bach, D.: Critical intelligence: computing defensive behaviour. Neuroscience and Biobehavioral Reviews 174, 106213 (2025)

MPG.PuRe

DOI

14.

Journal Article

Buendía, V.: Mesoscopic Theory for Coupled Stochastic Oscillators. Physical Review Letters 134, 197201 (2025)

MPG.PuRe

DOI

15.

Journal Article

Granwald, T.; Dayan, P.; Lengyel, M.; Guitart-Masip, M.: A task-invariant prior explains trial-by-trial active avoidance behaviour across gain and loss tasks. Communications Psychology 3 (1), 82 (2025)

MPG.PuRe

DOI

16.

Journal Article

Harkin, E.; Grossman, C.; Cohen, J.; Béïque, J.-C.; Naud, R.: A prospective code for value in the serotonin system. Nature 641 (8064), pp. 952 - 959 (2025)

MPG.PuRe

DOI

17.

Journal Article

Lynn, M.; Geddes, S.; Chahrour, M.; Maillé, S.; Caya-Bissonnette, L.; Harkin, E.; Harvey-Girard, E.; Haj-Dahmane, S.; Naud, R.; Béïque, J.-C.: Nonlinear recurrent inhibition through facilitating serotonin release in the raphe. Nature Neuroscience 28 (5), pp. 1024 - 1037 (2025)

MPG.PuRe

DOI

18.

Journal Article

Schulz, L.; Schulz, E.; Bhui, R.; Dayan, P.: Mechanisms of Mistrust: A Bayesian Account of Misinformation Learning. PLOS Computational Biology 21 (5), e1012814 (2025)

MPG.PuRe

DOI

19.

Journal Article

Antonov, G.; Dayan, P.: Exploring Replay. Nature Communications 16 (1), 1657 (2025)

MPG.PuRe

DOI

20.

Journal Article

Basgol, H.; Dayan, P.; Franz, V.: Violation of Auditory Regularities is Reflected in Pupil Dynamics. Cortex 183, pp. 66 - 86 (2025)

MPG.PuRe

DOI

21.

Journal Article

Chernov, G.: The Alternative Factors Leading to Replication Crisis: Prediction and Evaluation. Evaluation Review 49 (1), pp. 147 - 164 (2025)

MPG.PuRe

DOI

22.

Journal Article

Ershadmanesh, S.; Rajabi, S.; Rostami, R.; Moran, R.; Dayan, P.: Noradrenergic and Dopaminergic modulation of meta-cognition and meta-control. PLOS Computational Biology 21 (2), e1012675 (2025)

MPG.PuRe

DOI

23.

Journal Article

Solopchuk, O.; Dayan, P.: Multifaceted confidence in exploratory choice. PLOS ONE 20 (1), e0304923 (2025)

MPG.PuRe

DOI

24.

Journal Article

Wu, S.; Thalmann, M.; Schulz, E.: Two types of motifs enhance human recall and generalization of long sequences. Communications Psychology 3 (1), 3 (2025)

MPG.PuRe

DOI

25.

Journal Article

Kind, A.; Dayan, P.: Two sub-cultures of explanatory computational psychiatry. Molecular Psychiatry 29 (12), pp. 3928 - 3931 (2024)

MPG.PuRe

DOI

26.

Journal Article

Sacu, S.; Dubois, M.; Hezemans, F.; Aggensteiner, P.-M.; Monninger, M.; Brandeis, D.; Banaschewski, T.; Hauser, T.; Holz, N.: Early life adversities are associated with lower expected value signaling in the adult brain. Biological Psychiatry 96 (12), pp. 948 - 958 (2024)

MPG.PuRe

DOI

27.

Journal Article

Bröker, F.; Holt, L.; Roads, B.; Dayan, P.; Love, B.: Demystifying unsupervised learning: how it helps and hurts. Trends in Cognitive Sciences 28 (11), pp. 974 - 986 (2024)

MPG.PuRe

DOI

28.

Journal Article

Gharabaghi, A.; Cebi, I.; Leavitt, D.; Scherer, M.; Bookjans; Bookjans, P.; Brunnett, B.; Milosevic , L.; Weiss, D.: 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)

MPG.PuRe

DOI

29.

Journal Article

Giannakakis, E.; Vinogradov, O.; Buendía, V.; Levina, A.: 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)

MPG.PuRe

DOI

30.

Journal Article

Alon, N.; Schulz, L.; Bell, V.; Moutoussis, M.; Dayan, P.; Barnby, J.: (Mal)adaptive Mentalizing in the Cognitive Hierarchy, and Its Link to Paranoia. Computational Psychiatry 8 (1), pp. 159 - 177 (2024)

MPG.PuRe

DOI

31.

Journal Article

Ahmadabadi, S.; Haghifam, M.; Shah-Mansouri, V.; Ershadmanesh, S.: Design and evaluation of crowdsourcing platforms based on users' confidence judgments. Scientific Reports 14 (1), 18379 (2024)

MPG.PuRe

DOI

32.

Journal Article

Medrano, J.; Sajid, N.: A Broken Duet: Multistable Dynamics in Dyadic Interactions. Entropy 26 (9), 731 (2024)

MPG.PuRe

DOI

33.

Journal Article

Biderman, D.; Whiteway, M.; Hurwitz, C.; Greenspan, N.; Lee, R.; Vishnubhotla, A.; Warren, R.; Pedraja, F.; Noone, D.; Schartner, M. et al.; Huntenburg, J.; Khanal, A.; Meijer, G.; Noel, J.-P.; Pan-Vazquez, A.; Socha, K.; Urai, A.; The International Brain Laboratory; Cunningham, J.; Sawtell, N.; Paninski, L.: Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling, and cloud-native open-source tools. Nature Methods 21 (7), pp. 1316 - 1328 (2024)

MPG.PuRe

DOI

34.

Journal Article

Nath, S.; Brändle, F.; Schulz, E.; Dayan, P.; Brielmann, A.: Relating Objective Complexity, Subjective Complexity and Beauty in Binary Pixel Patterns. Psychology of Aesthetics, Creativity, and the Arts Epub ahead (2024)

MPG.PuRe

DOI

35.

Journal Article

Neville, V.; Finnegan, E.; Paul, E.; Davidson, M.; Dayan, P.; Mendl, M.: You are How You Eat: Foraging Behavior as a Potential Novel Marker of Rat Affective State. Affective Science 5 (3), pp. 232 - 245 (2024)

MPG.PuRe

DOI

36.

Journal Article

Zeraati, R.; Buendía, V.; Engel, T.; Levina, A.: Topology-dependent coalescence controls scaling exponents in finite networks. Physical Review Research 6 (2), 023131 (2024)

MPG.PuRe

DOI

37.

Journal Article

Kang, P.; Tobler, P.; Dayan, P.: Bayesian reinforcement learning: A basic overview. Neurobiology of Learning and Memory 211, 107924 (2024)

MPG.PuRe

DOI

38.

Journal Article

Batten, S.; Bang, D.; Kopell, B.; Davies, A.; Heflin, M.; Fu, X.; Perl, O.; Ziafat, K.; Hashemi , A.; Saez, I. et al.; Barbosa, L.; Twomey, T.; Lohrenz, T.; White, J.; Dayan, P.; Charney, A.; Figee, M.; Mayberg, H.; Kishida, K.; Gu, X.; Kishida, P.: Dopamine and serotonin in human substantia nigra track social context and value signals during economic exchange. Nature Human Behaviour 8 (4), pp. 718 - 728 (2024)

MPG.PuRe

DOI

39.

Journal Article

Master, S.; Curtis, C.; Dayan, P.: Wagers for work: Decomposing the costs of cognitive effort. PLOS Computational Biology 20 (4), e1012060 (2024)

MPG.PuRe

DOI

40.

Journal Article

Neville, V.; Mendl, M.; Paul, E.; Seriès, P.; Dayan, P.: 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), pp. 370 - 383 (2024)

MPG.PuRe

DOI

41.

Journal Article

Jäger, A.-T.; Bailey, A.; Huntenburg, J.; Tardif, C.; Villringer, A.; Gauthier, C.; Nikulin, V.; Bazin, P.-L.; Steele, C.: 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)

MPG.PuRe

DOI

42.

Journal Article

Kalhan, S.; Schwartenbeck, P.; Hester, R.; Garrido, M.: 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)

MPG.PuRe

DOI

43.

Journal Article

Muller, T.; Butler, J.; Veselic, S.; Miranda, B.; Wallis, J.; Dayan, P.; Behrens, T.; Kurth-Nelson, Z.; Kennerley , S.: Distributional reinforcement learning in prefrontal cortex. Nature Neuroscience 27 (3), pp. 403 - 408 (2024)

MPG.PuRe

DOI

44.

Journal Article

Schulz, L.; Bhui, R.: Political reinforcement learners. Trends in Cognitive Sciences 28 (3), pp. 210 - 222 (2024)

MPG.PuRe

DOI

45.

Journal Article

Brielmann, A.; Berentelg, M.; Dayan, P.: Modelling individual aesthetic judgements over time. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences 379 (1895), 20220414 (2024)

MPG.PuRe

DOI

46.

Journal Article

Baumann, T.; Mallot, H.: Metric information in cognitive maps: Euclidean embedding of non-Euclidean environments. PLoS Computational Biology 19 (12), e1011748 (2023)

MPG.PuRe

DOI

47.

Journal Article

Haridi, S.; Wu, C.; Dasgupta, I.; Schulz, E.: The scaling of mental computation in a sorting task. Cognition 241, 105605 (2023)

MPG.PuRe

DOI

48.

Journal Article

Kumar, P.; Dayan, P.; Wolfers, T.: From Complexity to Precision-Charting Decision-Making Through Normative Modeling. JAMA Psychiatry 81 (2), pp. 117 - 118 (2023)

MPG.PuRe

DOI

49.

Journal Article

Guitart-Masip, M.; Walsh, A.; Dayan, P.; Olsson, A.: Anxiety associated with perceived uncontrollable stress enhances expectations of environmental volatility and impairs reward learning. Scientific Reports 131 (1), 18451 (2023)

MPG.PuRe

DOI

50.

Journal Article

Lloyd, K.; Dayan, P.: Reframing dopamine: A controlled controller at the limbic-motor interface. PLoS Computational Biology 19 (10), e1011569 (2023)

MPG.PuRe

DOI

51.

Journal Article

Schwartenbeck, P.; Baram, A.; Liu, Y.; Mark, S.; Muller, T.; Dolan, R.; Botvinick, M.; Kurth-Nelson , Z.; Behrens, T.: Generative replay underlies compositional inference in the hippocampal-prefrontal circuit. Cell 186 (22), pp. 4885 - 4897 (2023)

MPG.PuRe

DOI

52.

Journal Article

Alon, N.; Schulz, L.; Rosenschein, J.; Dayan, P.: A (dis-)information Theory of Revealed and Unrevealed Preferences: Emerging Deception and Skepticism via Theory of Mind. Open mind: discoveries in cognitive science 7, pp. 608 - 624 (2023)

MPG.PuRe

DOI

53.

Journal Article

Navidi, P.; Saeedpour, S.; Ershadmanesh, S.; Hossein, M.; Bahrami, B.: Prosocial learning: Model-based or model-free? PLoS One 18 (6), e0287563 (2023)

MPG.PuRe

DOI

54.

Journal Article

Wise, T.; Charpentier, C.; Dayan, P.; Mobbs, D.: Interactive cognitive maps support flexible behavior under threat. Cell Reports 42 (8), 113008 (2023)

MPG.PuRe

DOI

55.

Journal Article

Yamamoto, H.; Spitzner, F.; Takemuro, T.; Buendía, V.; Murota, H.; Morante, C.; Konno, T.; Sato, S.; Hirano-Iwata, A.; Levina, A. et al.; Priesemann, V.; Muñoz, M.; Zierenberg, J.; Soriano, J.: Modular architecture facilitates noise-driven control of synchrony in neuronal networks. Science Advances 9 (34), eade1755 (2023)

MPG.PuRe

DOI

56.

Journal Article

Dayan, P.: Metacognitive Information Theory. Open mind: discoveries in cognitive science 7, pp. 392 - 411 (2023)

MPG.PuRe

DOI

57.

Journal Article

Roelofs, K.; Klaassen, F.; Dayan, P.: Reply to "Post-encounter freezing during approach-avoidance conflict: the role of the hippocampus". Nature Reviews Neuroscience 24 (7), pp. 453 - 454 (2023)

MPG.PuRe

DOI

58.

Journal Article

Frame, J.; Gugliano, M.; Brielmann, A.; Belfi, A.: 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), pp. 774 - 785 (2023)

MPG.PuRe

DOI

59.

Journal Article

Jain, Y.; Callaway, F.; Griffiths, T.; Dayan, P.; Krueger, P.; Lieder, F.: A computational process-tracing method for measuring people’s planning strategies and how they change over time. Behavior Research Methods 55 (4), pp. 2037 - 2079 (2023)

MPG.PuRe

DOI

60.

Journal Article

Ehrenberg, A.; Kelberman, M.; Liu, K.; Dahl, M.; Weinshenker, D.; Falgàs, N.; Dutt, S.; Mather, M.; Ludwig, M.; Betts, M. et al.; Winer, J.; Teipel, S.; Weigand, A.; Eschenko, O.; Hämmerer, D.; Leiman, M.; Counts, S.; Shine, J.; Robertson, I.; Levey, A.; Lancini, E.; Son, G.; Schneider, C.; Van Egroo, M.; Liguori, C.; Wang, Q.; Vazey, E.; Rodriguez-Porcel, F.; Haag, L.; Bondi, M.; Vanneste, S.; Freeze, W.; Yi, Y.-J.; Maldinov, M.; Gatchel, J.; Satpati, A.; Babiloni, C.; Kremen, W.; Howard, R.; Jacobs, H.; Grinberg, L.: 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), pp. 2182 - 2196 (2023)

MPG.PuRe

DOI

61.

Journal Article

Pombo, M.; Brielmann, A.; Pelli, D.: The intrinsic variance of beauty judgment. Attention, Perception & Psychophysics 85 (4), pp. 1355 - 1373 (2023)

MPG.PuRe

DOI

62.

Journal Article

Wu, S.; Éltetö, N.; Dasgupta, I.; Schulz, E.: Chunking as a rational solution to the speed-accuracy trade-off in a serial reaction time task. Scientific Reports 13, 7680 (2023)

MPG.PuRe

DOI

63.

Journal Article

Bröker, F.; Ramscar, M.: Representing absence of evidence: why algorithms and representations matter in models of language and cognition. Language, Cognition and Neuroscience 38 (4), pp. 597 - 620 (2023)

MPG.PuRe

DOI

64.

Journal Article

Schulz, L.; Fleming, S.; Dayan, P.: Metacognitive Computations for Information Search: Confidence in Control. Psychological Review 130 (3), pp. 604 - 639 (2023)

MPG.PuRe

DOI

Full

65.

Journal Article

Barnby, J.; Dayan, P.; Bell, V.: Formalising social representation to explain psychiatric symptoms. Trends in Cognitive Sciences 27 (3), pp. 317 - 332 (2023)

MPG.PuRe

DOI

66.

Journal Article

International Brain Laboratory; Bonacchi, N.; Chapuis, G.; Churchland, A.; DeWitt, E.; Faulkner, M.; Harris, K.; Huntenburg, J.; Hunter, M.; Laranjeira, I. et al.; Rossant, C.; Sasaki, M.; Schartner, M.; Shen, S.; Steinmetz, N.; Walker, E.; West, S.; Winter, O.; Wells, M.: A modular architecture for organizing, processing and sharing neurophysiology data. Nature Methods 20 (3), pp. 403 - 407 (2023)

MPG.PuRe

DOI

67.

Journal Article

Rens, N.; Lancia, G.; Eluchans, M.; Schwartenbeck, P.; Cunnington, R.; Pezzulo, G.: Evidence for entropy maximisation in human free choice behaviour. Cognition 232, 105328 (2023)

MPG.PuRe

DOI

68.

Journal Article

Kurth-Nelson, Z.; Behrens, T.; Wayne, G.; Miller, K.; Luettgau, L.; Dolan, R.; Liu, Y.; Schwartenbeck, P.: Replay and compositional computation. Neuron 111 (4), pp. 454 - 469 (2023)

MPG.PuRe

DOI

69.

Journal Article

Kóbor, A.; Tóth-Fáber, E.; Kardos, Z.; Takács , Á.; Éltetö, N.; Janacsek, K.; Csépe, V.; Nemeth, D.: Simple deterministic and complex probabilistic regularities underlying risky choices are acquired in a changing decision context. Scientific Reports 13 (1), 1127 (2023)

MPG.PuRe

DOI

70.

Journal Article

Machado Costa, K.; Scholz, R.; Lloyd, K.; Moreno-Castilla, P.; Gardner, M.; Dayan, P.; Schoenbaum, G.: The role of the lateral orbitofrontal cortex in creating cognitive maps. Nature Neuroscience 26 (1), pp. 107 - 115 (2023)

MPG.PuRe

DOI

71.

Journal Article

Archer, K.; Catenacci Volpi, N.; Bröker, F.; Polani, D.: A space of goals: the cognitive geometry of informationally bounded agents. Royal Society Open Science 9 (12), 211800 (2022)

MPG.PuRe

DOI

72.

Journal Article

Faulkner, P.; Huys, Q.; Renz, D.; Eshel, N.; Pilling, S.; Dayan, P.; Roiser, J.: A Comparison of "Pruning" During Multi-Step Planning in Depressed and Healthy Individuals. Psychological Medicine 52 (16), pp. 3948 - 3956 (2022)

MPG.PuRe

DOI

73.

Journal Article

Janet, R.; Ligneul, R.; Losecaat-Vermeer, A.; Philippe, R.; Bellucci, G.; Derrington, E.; Park, S.; Dreher, J.-C.: Regulation of social hierarchy learning by serotonin transporter availability. Neuropsychopharmacology 47 (13), pp. 2205 - 2212 (2022)

MPG.PuRe

DOI

74.

Journal Article

Levina, A.; Priesemann, V.; Zierenberg, J.: Tackling the subsampling problem to infer collective properties from limited data. Nature Reviews Physics 4 (12), pp. 770 - 784 (2022)

MPG.PuRe

DOI

75.

Journal Article

Montala-Flaquer, M.; Lopez-Leon, C.; Tornero, D.; Houben, A.; Fardet, T.; Monceau , P.; Bottani, S.; Soriano, J.: Rich dynamics and functional organization on topographically designed neuronal networks in vitro. iScience 25 (12), 105680 (2022)

MPG.PuRe

DOI

76.

Journal Article

Brielmann, A.; Dayan, P.: A computational model of aesthetic value. Psychological Review 129 (6), pp. 1319 - 1337 (2022)

MPG.PuRe

DOI

77.

Journal Article

Corral López, R.; Buendia, V.; Muñoz, M.: The excitatory-inhibitory branching process: a parsimonious view of cortical asynchronous states, excitability, and criticality. Physical Review Research 4, L042027 (2022)

MPG.PuRe

DOI

78.

Journal Article

Éltetö, N.; Nemeth, D.; Janacsek, K.; Dayan, P.: Tracking human skill learning with a hierarchical Bayesian sequence model. PLoS Computational Biology 18 (11), e1009866 (2022)

MPG.PuRe

DOI

79.

Journal Article

Khajehabdollahi, S.; Prosi, J.; Giannakakis, E.; Martius, G.; Levina, A.: When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents. Artificial Life 28 (4), pp. 458 - 478 (2022)

MPG.PuRe

DOI

80.

Journal Article

Bucher, S.; Brandenburger, A.: 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)

MPG.PuRe

DOI

81.

Journal Article

Chebolu, S.; Dayan, P.; Lloyd, K.: Vigilance, arousal, and acetylcholine: Optimal control of attention in a simple detection task. PLoS Computational Biology 18 (10), e1010642 (2022)

MPG.PuRe

DOI

82.

Journal Article

Safavi, S.; Dayan, P.: Multistability, perceptual value, and internal foraging. Neuron 110 (19), pp. 3076 - 3090 (2022)

MPG.PuRe

DOI

83.

Journal Article

Roelofs, K.; Dayan, P.: Freezing revisited: coordinated autonomic and central optimization of threat coping. Nature Reviews Neuroscience 23 (9), pp. 568 - 580 (2022)

MPG.PuRe

DOI

84.

Journal Article

Zamfir, E.; Dayan, P.: Interactions between attributions and beliefs at trial-by-trial level: Evidence from a novel computer game task. PLoS Computational Biology 18 (9), e1009920 (2022)

MPG.PuRe

DOI

85.

Journal Article

Barnby, J.; Dean, R.; Burgess, H.; Kim, J.; Teunisse, A.; Mackenzie, L.; Robinson, G.; Dayan, P.; Richards, L.: Increased persuadability and credulity in people with corpus callosum dysgenesis. Cortex 155, pp. 251 - 263 (2022)

MPG.PuRe

DOI

86.

Journal Article

Barnby, J.; Raihani, N.; Dayan, P.: Knowing me, knowing you: Interpersonal similarity improves predictive accuracy and reduces attributions of harmful intent. Cognition 225, 105098 (2022)

MPG.PuRe

DOI

87.

Journal Article

Castro-Rodrigues, P.; Akam, T.; Snorasson, I.; Camacho, M.; Paixão, V.; Maia, A.; Barahona-Corrêa, J.; Dayan, P.; Simpson, H.; Costa, R. et al.; Oliveira-Maia, A.: Explicit knowledge of task structure is a primary determinant of human model-based action. Nature Human Behaviour 6 (8), pp. 1126 - 1141 (2022)

MPG.PuRe

DOI

88.

Journal Article

Dubey, R.; Griffiths, T.; Dayan, P.: The pursuit of happiness: A reinforcement learning perspective on habituation and comparisons. PLoS Computational Biology 18 (8), e1010316 (2022)

MPG.PuRe

DOI

89.

Journal Article

Gagne, C.; Agai, S.; Ramiro, C.; Dayan, P.; Bishop, S.: Biased belief priors versus biased belief updating: Differential correlates of depression and anxiety. PLoS Computational Biology 18 (8), e1010176 (2022)

MPG.PuRe

DOI

90.

Journal Article

Lubianiker, N.; Paret, C.; Dayan, P.; Hendler, T.: Neurofeedback through the lens of reinforcement learning. Trends in Neurosciences 45 (8), pp. 579 - 593 (2022)

MPG.PuRe

DOI

91.

Journal Article

Bellucci, G.; Wang, C.; Sai, L.; Krueger, F.: 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)

MPG.PuRe

DOI

92.

Journal Article

Buendía, V.; Villegas, P.; Burioni, R.; Muñoz, M.: 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)

MPG.PuRe

DOI

93.

Journal Article

Bellucci, G.; Münte, T.; Park, S.: Influences of social uncertainty and serotonin on gambling decisions. Scientific Reports 12 (1), 10220 (2022)

MPG.PuRe

DOI

94.

Journal Article

Bellucci, G.: A Model of Trust. Games 13 (3), 39 (2022)

MPG.PuRe

DOI

95.

Journal Article

Bröker, F.; Love, B.; Dayan, P.: When unsupervised training benefits category learning. Cognition 221, 104984 (2022)

MPG.PuRe

DOI

96.

Journal Article

Kastner, D.; Miller, E.; Yang, Z.; Roumis, D.; Frank, L.; Dayan, P.: Spatial preferences account for inter-animal variability during the continual learning of a dynamic cognitive task. Cell Reports 39 (3), 110708 (2022)

MPG.PuRe

DOI

97.

Journal Article

Gagne, C.; Dayan, P.: Peril, Prudence and Planning as Risk, Avoidance and Worry. Journal of Mathematical Psychology 106 (2022)

MPG.PuRe

DOI

98.

Journal Article

Lawrance, E.; Gagne, C.; O'Reilly, J.; Bijsterbosch, J.; Bishop, S.: The Computational and Neural Substrates of Ambiguity Avoidance in Anxiety. Computational Psychiatry 6 (1), pp. 8 - 33 (2022)

MPG.PuRe

DOI

99.

Journal Article

Antonov, G.; Gagne, C.; Eldar, E.; Dayan, P.: Optimism and Pessimism in Optimised Replay. PLoS Computational Biology 18 (1) (2022)

MPG.PuRe

DOI