Rubén Moreno-Bote, Jorge Ramírez-Ruiz, Jan Drugowitsch, and Benjamin Y. Hayden. 3/2020. “The breadth-depth dilemma in a finite capacity model of decision-making.” bioRxiv doi:10.1101/3/2020. 03.13.987081. Publisher's Version

MohammadMehdi Kafashan, Anna Jaffe, Selmaan N Chettih, Ramon Nogueira, Iñigo Arandia-Romero, Christopher D Harvey, Rubén Moreno-Bote, and Jan Drugowitsch. 1/2020. “Scaling of information in large neural populations reveals signatures of information-limiting correlations.” bioRxiv doi:10.1101/1/2020. 01.10.902171. 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

Johannes Bill, Hrag Pailian, Samuel J Gershman, and Jan Drugowitsch. 9/2019. “Hierarchical structure is employed by humans during visual motion perception.” bioRxiv doi:10.1101/758573 . Publisher's Version

Aurelien Weiss, Valerian Chambon, Jan Drugowitsch, and Valentin Wyart. 9/2019. “Interacting with volatile environments stabilizes hidden-state inference and its brain signatures.” bioRxiv doi:10.1101/755223 . Publisher's Version

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

André G. Mendonça*, Jan Drugowitsch*, M. Inês Vicente, Eric DeWitt, Alexandre Pouget, and Zachary F. Mainen. 12/2018. “The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs.” bioRxiv doi:10.1101/501858 . Publisher's Version

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

Alexandre Pouget, Jan Drugowitsch, and Adam Kepecs. 2016. “Confidence and certainty: distinct probabilistic quantities for different goals.” Nature Neuroscience, 19, 3, Pp. 366-374. pdf

Jan Drugowitsch. 2016. “Fast and accurate Monte Carlo sampling of first-passage times from Wiener diffusion models.” Scientific Reports, 6, 20490. pdf

Iñigo Arandia-Romero, Seiji Tanabe, Jan Drugowitsch, Adam Kohn, and Rubén Moreno-Bote. 2016. “Multiplicative and additive modulation of neuronal tuning with population activity affects encoded information.” Neuron, 89, Pp. 1-12. pdf

Rubén Moreno-Bote and Jan Drugowitsch. 2015. “Causal Inference and Explaining Away in a Spiking Network.” Scientific Reports, 5, 17531. pdf

Jan Kneissler, Jan Drugowitsch, Karl Friston, and Martin V Butz. 2015. “Simultaneous learning and filtering without delusions: a Bayes-optimal derivation of combining predictive inference and adaptive filtering.” Frontiers in Computational Neuroscience, 9, 47. pdf