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

Jan Drugowitsch, Gregory C DeAngelis, Dora E Angelaki, and Alexandre Pouget. 2015. “Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making.” eLife, 10.7554/eLife.06678. pdf

Jan Drugowitsch, Rubén Moreno-Bote, and Alexandre Pouget. 2014. “Optimal decision-making with time-varying evidence reliability.” In Advances in Neural Information Processing Systems, edited by Z. Ghahramani, M. Welling, C. Cortes, N.D. Lawrence, and K.Q. Weinberger, 27: Pp. 748-756. Montreal, CA: Curran Associates, Inc. pdf

Jan Drugowitsch, Gregory C DeAngelis, Eliana M Klier, Dora E Angelaki, and Alexandre Pouget. 2014. “Optimal multisensory decision-making in a reaction-time task.” eLife, 2014;3:e03005. pdf

Jan Drugowitsch, Rubén Moreno-Bote, and Alexandre Pouget. 2014. “Relationship between belief and performance in perceptual decision-making.” PLoS ONE, 9, 5. pdf

Jan Drugowitsch. 2014. Variational Bayesian inference for linear and logistic regression. arXiv:1310.5438 [stat.ML]. pdf

Jan Kneissler, Patrick O Stalph, Jan Drugowitsch, and Martin V Butz. 2013. “Filtering sensory information with XCSF: improving learning robustness and control performance.” In Proceedings of the 15th international conference on genetic and evolutionary computation, Pp. 871-878. ACM Press. pdf

Jan Kneissler, Patrick O Stalph, Jan Drugowitsch, and Martin V Butz. 2013. “Filtering sensory information with XCSF: improving learning robustness and robot arm control performance.” Evolutionary Computation, 21, 4, Pp. 1-20. pdf

Jan Drugowitsch, Rubén Moreno-Bote, Anne K Churchland, Michael N Shadlen, and Alexandre Pouget. 2012. “The cost of accumulating evidence in perceptual decision making.” The Journal of Neuroscience, 32, 11, Pp. 3612-3628. pdf

Jan Drugowitsch and Alexandre Pouget. 2012. “Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making.” Current Opinion in Neurobiology, 22, 6, Pp. 963-969. pdf

2011. Learning classifier systems: 11th international workshop, IWLCS 2008, Atlanta, GA, USA, July 13, 2008, and 12th international workshop, IWLCS 2009, Montreal, QC, Canada, July 9, 2009, revised selected papers. Springer.

Jan Drugowitsch and Alexandre Pouget. 2010. “Quick Thinking: Perceiving in a Tenth of a Blink of an Eye.” Nature Neuroscience, 13, Pp. 279-280. pdf