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Items: 21

1.

Learning optimal decisions with confidence.

Drugowitsch J, Mendonça AG, Mainen ZF, Pouget A.

Proc Natl Acad Sci U S A. 2019 Dec 3;116(49):24872-24880. doi: 10.1073/pnas.1906787116. Epub 2019 Nov 15.

PMID:
31732671
2.

Family of closed-form solutions for two-dimensional correlated diffusion processes.

Shan H, Moreno-Bote R, Drugowitsch J.

Phys Rev E. 2019 Sep;100(3-1):032132. doi: 10.1103/PhysRevE.100.032132.

PMID:
31640022
3.

Optimal policy for multi-alternative decisions.

Tajima S, Drugowitsch J, Patel N, Pouget A.

Nat Neurosci. 2019 Sep;22(9):1503-1511. doi: 10.1038/s41593-019-0453-9. Epub 2019 Aug 5.

PMID:
31384015
4.

Control of Synaptic Specificity by Establishing a Relative Preference for Synaptic Partners.

Xu C, Theisen E, Maloney R, Peng J, Santiago I, Yapp C, Werkhoven Z, Rumbaut E, Shum B, Tarnogorska D, Borycz J, Tan L, Courgeon M, Meinertzhagen IA, de Bivort B, Drugowitsch J, Pecot MY.

Neuron. 2019 Sep 4;103(5):865-877.e7. doi: 10.1016/j.neuron.2019.06.006. Epub 2019 Jul 9.

PMID:
31300277
5.

Prefrontal mechanisms combining rewards and beliefs in human decision-making.

Rouault M, Drugowitsch J, Koechlin E.

Nat Commun. 2019 Jan 17;10(1):301. doi: 10.1038/s41467-018-08121-w.

6.

Lateral orbitofrontal cortex anticipates choices and integrates prior with current information.

Nogueira R, Abolafia JM, Drugowitsch J, Balaguer-Ballester E, Sanchez-Vives MV, Moreno-Bote R.

Nat Commun. 2017 Mar 24;8:14823. doi: 10.1038/ncomms14823.

7.

Computational Precision of Mental Inference as Critical Source of Human Choice Suboptimality.

Drugowitsch J, Wyart V, Devauchelle AD, Koechlin E.

Neuron. 2016 Dec 21;92(6):1398-1411. doi: 10.1016/j.neuron.2016.11.005. Epub 2016 Dec 1.

8.

Optimal policy for value-based decision-making.

Tajima S, Drugowitsch J, Pouget A.

Nat Commun. 2016 Aug 18;7:12400. doi: 10.1038/ncomms12400.

9.

Becoming Confident in the Statistical Nature of Human Confidence Judgments.

Drugowitsch J.

Neuron. 2016 May 4;90(3):425-7. doi: 10.1016/j.neuron.2016.04.023. Review.

10.

Multiplicative and Additive Modulation of Neuronal Tuning with Population Activity Affects Encoded Information.

Arandia-Romero I, Tanabe S, Drugowitsch J, Kohn A, Moreno-Bote R.

Neuron. 2016 Mar 16;89(6):1305-1316. doi: 10.1016/j.neuron.2016.01.044. Epub 2016 Feb 25.

11.

Confidence and certainty: distinct probabilistic quantities for different goals.

Pouget A, Drugowitsch J, Kepecs A.

Nat Neurosci. 2016 Mar;19(3):366-74. doi: 10.1038/nn.4240.

12.

Fast and accurate Monte Carlo sampling of first-passage times from Wiener diffusion models.

Drugowitsch J.

Sci Rep. 2016 Feb 11;6:20490. doi: 10.1038/srep20490.

13.

Causal Inference and Explaining Away in a Spiking Network.

Moreno-Bote R, Drugowitsch J.

Sci Rep. 2015 Dec 1;5:17531. doi: 10.1038/srep17531.

14.

Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making.

Drugowitsch J, DeAngelis GC, Angelaki DE, Pouget A.

Elife. 2015 Jun 19;4:e06678. doi: 10.7554/eLife.06678.

15.

Simultaneous learning and filtering without delusions: a Bayes-optimal combination of Predictive Inference and Adaptive Filtering.

Kneissler J, Drugowitsch J, Friston K, Butz MV.

Front Comput Neurosci. 2015 Apr 30;9:47. doi: 10.3389/fncom.2015.00047. eCollection 2015.

16.

Optimal multisensory decision-making in a reaction-time task.

Drugowitsch J, DeAngelis GC, Klier EM, Angelaki DE, Pouget A.

Elife. 2014 Jun 14;3. doi: 10.7554/eLife.03005.

17.

Relation between belief and performance in perceptual decision making.

Drugowitsch J, Moreno-Bote R, Pouget A.

PLoS One. 2014 May 9;9(5):e96511. doi: 10.1371/journal.pone.0096511. eCollection 2014.

18.

Filtering sensory information with XCSF: improving learning robustness and robot arm control performance.

Kneissler J, Stalph PO, Drugowitsch J, Butz MV.

Evol Comput. 2014 Spring;22(1):139-58. doi: 10.1162/EVCO_a_00108. Epub 2013 Oct 30.

PMID:
23746295
19.

Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making.

Drugowitsch J, Pouget A.

Curr Opin Neurobiol. 2012 Dec;22(6):963-9. doi: 10.1016/j.conb.2012.07.007. Epub 2012 Aug 9. Review.

20.

The cost of accumulating evidence in perceptual decision making.

Drugowitsch J, Moreno-Bote R, Churchland AK, Shadlen MN, Pouget A.

J Neurosci. 2012 Mar 14;32(11):3612-28. doi: 10.1523/JNEUROSCI.4010-11.2012. Erratum in: J Neurosci. 2015 Nov 18;35(46):15477.

21.

Quick thinking: perceiving in a tenth of a blink of an eye.

Drugowitsch J, Pouget A.

Nat Neurosci. 2010 Mar;13(3):279-80. doi: 10.1038/nn0310-279. No abstract available.

PMID:
20177419

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