Publications

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
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
2014
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
2013
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 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
2012
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
2010
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

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