Publications of P Dayan

Shen, T.; Dayan, P.: Risking your Tail: Modeling Individual Differences in Risk-sensitive Exploration using Conditional Value at Risk and Bayes Adaptive Markov Decision Processes. (submitted)

Modirshanechi, A.; Dayan, P.; Schulz, E.: An integrative framework for the human sense of control. (submitted)

Satti, M.; Wille, K.; Nassar, M.; Cichy, R.; Schuck, N.; Dayan, P.; Bruckner, R.: Absence of Systematic Effects of Internalizing Psychopathology on Learning Under Uncertainty. (submitted)

Wu, S.; Alaniz, S.; Karthik, S.; Dayan, P.; Schulz, E.; Akata, Z.: Concept-Guided Interpretability via Neural Chunking. (submitted)

Safavi, S.; Dayan, P.: A decision-theoretic model of perceptual multistability: perceptual switches as internal actions. (submitted)

Senta, J.; Collins, A.; Dayan, P.; Bishop, S.: Latent subdimensions of anxiety and depression differentially influence exertion of effort in pursuit of reward versus avoidance of threat. (submitted)

Chebolu, S.; Dayan, P.: Weighting waiting: A decision-theoretic taxonomy of delay, pacing and procrastination. (submitted)

Miranda, B.; Butler, J.; Nishantha Malalasekera, W.; Behrens, T.; Dayan, P.; Kennerley, S.: Neural signatures of model-based and model-free reinforcement learning across prefrontal cortex and striatum. (submitted)

Shani, D.; Dayan, P.: Composing egocentric and allocentric maps for flexible navigation. (submitted)

Tessereau, C.; Xuan, F.; Mellor, X.; Dayan, P.; Dombeck, D.: Navigating uncertainty: reward location variability induces reorganization of hippocampal spatial representations. (submitted)

International Brain Laboratory; Benson, B.; Benson, J.; Birman, D.; Bonacchi, N.; Carandini, M.; Catarino, J.; Chapuis, G.; Churchland, A.; Dan, Y. et al.; Dayan, P.; DeWitt, E.; Engel, T.; Fabbri, M.; Faulkner, M.; Fiete, I.; Findling, C.; Freitas-Silva, L.; Gercek, B.; Harris, K.; Häusser, M.; Hofer, S.; Hu, F.; Hubert, F.; Huntenburg, J.; Khanal, A.; Krasniak, C.; Langdon, C.; Lau, P.; Mainen, Z.; Meijer, G.; Miska, N.; Mrsic-Flogel, T.; Noel, J.-P.; Nylund, K.; Pan-Vazquez, A.; Pouget, A.; Rossant, C.; Roth, N.; Schaeffer, R.; Schartner, M.; Shi, Y.; Socha, K.; Steinmetz, N.; Svoboda, K.; Urai, A.; Wells, M.; West, S.; Whiteway, M.; Winter, O.; Witten, I.: A Brain-Wide Map of Neural Activity during Complex Behaviour. (submitted)

Rangotis, R.; Nowakowska, S.; Dayan, P.; Parker, A.; Kakaei, E.; Akande, A.; Krug, K.: Distinct decision processes for 3D and motion stimuli in both humans and monkeys revealed by computational modelling. (submitted)

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.; Ji-An; Kipnis, A.; Kumar, S.; Ludwig, T.; Mathony, M.; Mattar, M.; Modirshanechi, A.; Nath, S.; Peterson, J.; Rmus, M.; Russek, E.; Saanum, T.; Scharfenberg, N.; 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.: Centaur: a foundation model of human cognition. (submitted)

Granwald, T.; Dayan, P.; Lengyel, M.; Guitart-Masip, M.: Bayesian Priors in Active Avoidance. (submitted)

Alon, N.; Schulz, L.; Barnby, J.; Rosenschein, J.; Dayan, P.: Detecting and Deterring Manipulation in a Cognitive Hierarchy. (submitted)

Kastner, D.; Williams, G.; Holobetz, C.; Romano, J.; Dayan, P.: The choice-wide behavioral association study: data-driven identification of interpretable behavioral components. (submitted)

Alon, N.; Schulz, L.; Bell, V.; Moutoussis, M.; Dayan, P.; Barnby, J.: Overly deep hierarchical mentalizing produces paranoia: a new formal theory. (submitted)

Shen, T.; Dayan, P.: Risking your Tail: Curiosity, Danger and Exploration. (submitted)

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.: Dissecting the Complexities of Learning With Infinite Hidden Markov Models. (submitted)

Findling, C.; Hubert, F.; International Brain Lab; Acerbi, L.; Benson, B.; Benson, J.; Birman, D.; Bonacchi, N.; Bruijns, S.; Carandini, M. et al.; Catarino, J.; Chapuis, G.; Churchland, A.; Dan, Y.; Davatolhagh, F.; DeWitt, E.; Engel, T.; Fabbri, M.; Faulkner, M.; Fiete, I.; Freitas-Silva, L.; Gercek, B.; Harris, K.; Häusser, M.; Hofer, S.; Hu, F.; Huntenburg, J.; Khanal, A.; Krasniak, C.; Langdon, C.; Latham, P.; Lau, P.; Mainen, Z.; Meijer, G.; Miska, N.; Mrsic-Flogel, T.; Noel, J.-P.; Nylund, K.; Pan-Vazquez, A.; Paninski, L.; Pillow, J.; Rossant, C.; Roth, N.; Schaeffer, R.; Schartner, M.; Shi, Y.; Socha, K.; Steinmetz, N.; Svoboda, K.; Tessereau, C.; Urai, A.; Wells, M.; West, S.; Whiteway, M.; Winter, O.; Witten, I.; Zador, A.; Zhang, Y.; Dayan, P.; Pouget, A.: Brain-wide representations of prior information in mouse decision-making. (submitted)