Publications

2020
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
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
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
2018
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
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
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
2015
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

Pages