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: 1-14.
pdf
Satohiro Tajima*, Jan Drugowitsch*, and Alexandre Pouget. 8/2016. “Optimal policy for value-based decision-making.” Nature Communications, 7:12400: 1-12.
pdf
Jan Drugowitsch. 5/2016. “Becoming confident in the statistical nature of human confidence judgments.” Neuron, 90: 425-427.
pdf
Alexandre Pouget, Jan Drugowitsch, and Adam Kepecs. 2016. “Confidence and certainty: distinct probabilistic quantities for different goals.” Nature Neuroscience, 3, 19: 366-374.
pdf
Jan Drugowitsch. 2016. “Fast and accurate Monte Carlo sampling of first-passage times from Wiener diffusion models.” Scientific Reports, 20490, 6.
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: 1-12.
pdf
2015
Rubén Moreno-Bote and Jan Drugowitsch. 2015. “Causal Inference and Explaining Away in a Spiking Network.” Scientific Reports, 17531, 5.
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, 47, 9.
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: 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, 5, 9.
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 control performance.” In Proceedings of the 15th international conference on genetic and evolutionary computation, 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, 4, 21: 1-20.
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, 11, 32: 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, 6, 22: 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: 279-280.
pdf

Pages