Sichao Yang, Johannes Bill, Jan Drugowitsch, and Samuel J Gershman. Submitted. “Human visual motion perception shows hallmarks of Bayesian structural inference.” bioRxiv doi:10.1101/2020.11.05.370452 . Publisher's Version

Aurelien Weiss, Valerian Chambon, Jan Drugowitsch, and Valentin Wyart. Submitted. “Interacting with volatile environments stabilizes hidden-state inference and its brain signatures.” bioRxiv doi:10.1101/755223 . Publisher's Version

Anthony I Jang, Ravi Sharma, and Jan Drugowitsch. Submitted. “Optimal policy for attention-modulated decisions explains human fixation behavior.” bioRxiv doi:10.1101/2020.08.04.237057 . Publisher's Version

MohammadMehdi Kafashan, Anna Jaffe, Selmaan N Chettih, Ramon Nogueira, Iñigo Arandia-Romero, Christopher D Harvey, Rubén Moreno-Bote, and Jan Drugowitsch. Submitted. “Scaling of information in large neural populations reveals signatures of information-limiting correlations.” bioRxiv doi:10.1101/2020.01.10.902171. Publisher's Version

Adam Lowet, Qiao Zheng, Sara Matias, Jan Drugowitsch, and Naoshige Uchida. 10/2020. “Distributional Reinforcement Learning in the Brain.” Trends in Neurosciences, 43, 12, Pp. 980-997. Publisher's Version pdf

Johannes Bill, Hrag Pailian, Samuel J Gershman, and Jan Drugowitsch. 9/16/2020. “Hierarchical structure is employed by humans during visual motion perception.” Proceedings of the National Academy of Sciences, 117, 39, Pp. 24581-24589. Publisher's Version pdf

Rubén Moreno-Bote, Jorge Ramírez-Ruiz, Jan Drugowitsch, and Benjamin Y. Hayden. 8/5/2020. “Heuristics and optimal solution to the breadth-depth dilemma.” Proceedings of the National Academy of Sciences, 117, 33, Pp. 19799-19808. Publisher's Version pdf

Nicole L. Neubarth, Alan J. Emanuel, Yin Liu, Mark W. Springel, Annie Handler, Qiyu Zhang, Chong Guo, Lauren L. Orefice, Amira Abdelaziz, Michelle M. DeLisle, Michael Iskols, Julia Rhyins, Soo J. Kim, Stuart J. Cattel, Wade Regehr, Christopher D. Harvey, Jan Drugowitsch, and David D. Ginty. 6/19/2020. “Meissner corpuscles and their spatially intermingled afferents underlie gentle touch perception.” Science, 368, eabb2751, Pp. 1331-1342. Publisher's Version

André G. Mendonça*, Jan Drugowitsch*, M. Inês Vicente, Eric E. J. DeWitt, Alexandre Pouget, and Zachary F. Mainen. 6/2/2020. “The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs.” Nature Communications, 11:2757, Pp. 1-15. Publisher's Version pdf

Luke Rast and Jan Drugowitsch. 2020. “Neural Adaptation Properties Allow Identification of Optimized Neural Codes.” Neural Information Processing Systems. Publisher's Version

Jan Drugowitsch, André G. Mendonça, Zachary F. Mainen, and Alexandre Pouget. 11/2019. “Learning optimal decisions with confidence.” Proceedings of the National Academy of Sciences, 116, 49, Pp. 24872-24880. Publisher's Version pdf

Haozhe Shan, Rubén Moreno-Bote, and Jan Drugowitsch. 9/20/2019. “A family of closed-form solutions for two-dimensional correlated diffusion processes.” Physical Review E, 100, 032132. Publisher's Version pdf

Chundi Xu, Emma Theisen, Ryan Maloney, Jing Peng, Ivan Santiago, Clarence Yapp, Zachary Werkhoven, Elijah Rumbaut, Bryan Shum, Dorota Tarnogorska, Jolanta Borycz, Liming Tan, Maximilien Courgeon, Ian A. Meinertzhagen, Benjamin de Bivort, Jan Drugowitsch, and Matthew Y. Pecot. 9/4/2019. “Control of Synaptic Specificity by Establishing a Relative Preference for Synaptic Partners.” Neuron, 103, Pp. 865-877. Publisher's Version pdf

Satohiro Tajima*, Jan Drugowitsch*, Nisheet Patel, and Alexandre Pouget. 8/5/2019. “Optimal policy for multi-alternative decisions.” Nature Neuroscience, 22, Pp. 1503-1511. Publisher's Version pdf

Jan Drugowitsch. 6/2019. “VBLinLogit: Variational Bayesian linear and logistic regression.” Journal of Open Source Software, 4, 38, Pp. 1359. Publisher's Version

Marion Rouault, Jan Drugowitsch, and Etienne Koechlin. 1/2019. “Prefrontal mechanisms combining rewards and beliefs in human decision-making.” Nature Communications, 10, Pp. 1-16. Publisher's Version pdf

Ramon Nogueira, Juan M. Abolafia, Jan Drugowitsch, Emili Balaguer-Ballester, Maria Sanchez-Vives, and Rubén Moreno-Bote. 3/24/2017. “Lateral orbitofrontal cortex anticipates choices and integrates prior with current information.” Nature Communications, 8. pdf

Jan Drugowitsch, Valentin Wyart, Anne-Dominique Devauchelle, and Etienne Koechlin. 12/2016. “Computational precision of mental inference as critical source of human choice suboptimality.” Neuron, 92, Pp. 1-14. pdf

Satohiro Tajima*, Jan Drugowitsch*, and Alexandre Pouget. 8/2016. “Optimal policy for value-based decision-making.” Nature Communications, 7:12400, Pp. 1-12. pdf

Jan Drugowitsch. 5/2016. “Becoming confident in the statistical nature of human confidence judgments.” Neuron, 90, Pp. 425-427. pdf