Publications

Submitted
Anna Kutschireiter, Luke Rast, and Jan Drugowitsch. Submitted. “Angular Path Integration by Projection Filtering with Increment Observations.” arXiv:2102.09650. Publisher's Version
Emma L Krause and Jan Drugowitsch. Submitted. “A large majority of awake hippocampal sharp-wave ripples feature spatial trajectories with momentum.” bioRxiv doi:10.1101/2021.05.13.444067. Publisher's Version
Marion Rouault, Aurélien Weiss, Junseok K. Lee, Jules Bouté, Jan Drugowitsch, Valérian Chambon, and Valentin Wyart. Submitted. “Specific cognitive signatures of information seeking in controllable environments.” bioRxiv doi:10.1101/2021.01.04.425114 . Publisher's Version
Johannes Bill, Samuel J Gershman, and Jan Drugowitsch. Submitted. “Structure in motion: visual motion perception as online hierarchical inference.” bioRxiv doi:10.1101/2021.10.21.465346 . Publisher's Version
2021
Aurélien Weiss, Valérian Chambon, Junseok K. Lee, Jan Drugowitsch, and Valentin Wyart. 4/13/2021. “Interacting with volatile environments stabilizes hidden-state inference and its brain signatures.” Nature Communications, 12, 2228, Pp. 1-17. Publisher's Version pdf
Anthony I Jang, Ravi Sharma, and Jan Drugowitsch. 3/26/2021. “Optimal policy for attention-modulated decisions explains human fixation behavior.” eLife, 10:e63436, Pp. 1-19. Publisher's Version
Sichao Yang, Johannes Bill, Jan Drugowitsch, and Samuel J Gershman. 2/2021. “Human visual motion perception shows hallmarks of Bayesian structural inference.” Nature Scientific Reports, 11, 3714, Pp. 1-14. Publisher's Version pdf
MohammadMehdi Kafashan, Anna W Jaffe, Selmaan N Chettih, Ramon Nogueira, Iñigo Arandia-Romero, Christopher D Harvey, Rubén Moreno-Bote, and Jan Drugowitsch. 1/20/2021. “Scaling of sensory information in large neural populations shows signatures of information-limiting correlations.” Nature Communications, 12, 473, Pp. 1-16. Publisher's Version pdf
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.” In Advances in Neural Information Processing Systems, 33: Pp. 1142-1152. Curran Associates, Inc. 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

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