Publications of P Dayan

Basgol, H.; Raab, F.; Dayan, P.; Franz, V.: Modality-general sensitivity of pupil responses to regularity violations. Cognitive, Affective and Behavioral Neuroscience Epub ahead (2026)

Hall-McMaster, S.; Wittkuhn, L.; Verra, L.; Hedrich, N.; Irie, K.; Dayan, P.; Gershman, S.; Schuck, N.: Entorhinal Cortex Signals Dimensions of Past Experience That Can Be Generalized in a Novel Environment. The Journal of Neuroscience 46 (7), e1492252025 (2026)

Sands, L.; Lei, H.; Batten, S.; Hartle, H.; Lohrenz, T.; Barbosa, L.; Bang, D.; Dayan, P.; Howe, W.; Smith, B. et al.; Montague, P.: Octopamine and tyramine dynamics predict learning rate phenotypes during associative conditioning in honey bees. Science Advances 12 (7), eaea8433 (2026)

Shani, D.; Dayan, P.: Composing egocentric and allocentric maps for flexible navigation. PLOS Computational Biology 22, e1013905 (2026)

Bruijns, S.; International Brain Laboratory; Bougrova, K.; Laranjeira, I.; Lau, P.; Meijer, G.; Miska, N.; Noel, J.-P.; Pan-Vazquez, A.; Roth, N. et al.; Socha, K.; Urai, A.; Dayan, P.: Infinite hidden Markov models can dissect the complexities of learning. Nature Neuroscience 29 (1), pp. 186 - 194 (2026)

Mahajan, P.; Dayan, P.; Seymour, B.: Homeostasis After Injury: How Intertwined Inference and Control Underpin Post-Injury Pain and Behaviour. PLOS Computational Biology 22, e1013538 (2026)

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)

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

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)

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)

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)

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

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)

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

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

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

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)

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

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

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)