Publications

Submitted
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
2020
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
2019
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
2017
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
2016
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

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