Jan Drugowitsch - Publications

Affiliations: 
2016- Neurobiology Harvard Medical School, Boston, MA, United States 
Area:
Statistical computations and neuronal mechanisms underlying complex decisions and behavior under uncertainty

36 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Shan H, Moreno-Bote R, Drugowitsch J. Family of closed-form solutions for two-dimensional correlated diffusion processes. Physical Review. E. 100: 032132. PMID 31640022 DOI: 10.1103/PhysRevE.100.032132  1
2019 Tajima S, Drugowitsch J, Patel N, Pouget A. Optimal policy for multi-alternative decisions. Nature Neuroscience. PMID 31384015 DOI: 10.1038/s41593-019-0453-9  1
2019 Rouault M, Drugowitsch J, Koechlin E. Prefrontal mechanisms combining rewards and beliefs in human decision-making. Nature Communications. 10: 301. PMID 30655534 DOI: 10.1038/s41467-018-08121-w  0.72
2017 Nogueira R, Abolafia JM, Drugowitsch J, Balaguer-Ballester E, Sanchez-Vives MV, Moreno-Bote R. Lateral orbitofrontal cortex anticipates choices and integrates prior with current information. Nature Communications. 8: 14823. PMID 28337990 DOI: 10.1038/ncomms14823  1
2016 Drugowitsch J, Wyart V, Devauchelle AD, Koechlin E. Computational Precision of Mental Inference as Critical Source of Human Choice Suboptimality. Neuron. PMID 27916454 DOI: 10.1016/j.neuron.2016.11.005  0.72
2016 Tajima S, Drugowitsch J, Pouget A. Optimal policy for value-based decision-making. Nature Communications. 7: 12400. PMID 27535638 DOI: 10.1038/ncomms12400  1
2016 Arandia-Romero I, Tanabe S, Drugowitsch J, Kohn A, Moreno-Bote R. Multiplicative and Additive Modulation of Neuronal Tuning with Population Activity Affects Encoded Information. Neuron. PMID 26924437 DOI: 10.1016/j.neuron.2016.01.044  1
2016 Pouget A, Drugowitsch J, Kepecs A. Confidence and certainty: distinct probabilistic quantities for different goals. Nature Neuroscience. 19: 366-74. PMID 26906503 DOI: 10.1038/nn.4240  1
2016 Drugowitsch J. Fast and accurate Monte Carlo sampling of first-passage times from Wiener diffusion models. Scientific Reports. 6: 20490. PMID 26864391 DOI: 10.1038/srep20490  1
2015 Moreno-Bote R, Drugowitsch J. Causal Inference and Explaining Away in a Spiking Network. Scientific Reports. 5: 17531. PMID 26621426 DOI: 10.1038/srep17531  1
2015 Drugowitsch J, DeAngelis GC, Angelaki DE, Pouget A. Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making. Elife. 4. PMID 26090907 DOI: 10.7554/eLife.06678  1
2015 Kneissler J, Drugowitsch J, Friston K, Butz MV. Simultaneous learning and filtering without delusions: a Bayes-optimal combination of Predictive Inference and Adaptive Filtering. Frontiers in Computational Neuroscience. 9: 47. PMID 25983690 DOI: 10.3389/fncom.2015.00047  0.01
2015 Kneissler J, Drugowitsch J, Friston K, Butz MV. Simultaneous learning and filtering without delusions: A bayes-optimal combination of predictive inference and adaptive filtering Frontiers in Computational Neuroscience. 9. DOI: http://dx.doi.org/10.3389/fncom.2015.00047  1
2014 Drugowitsch J, DeAngelis GC, Klier EM, Angelaki DE, Pouget A. Optimal multisensory decision-making in a reaction-time task. Elife. 3. PMID 24929965 DOI: 10.7554/eLife.03005  1
2014 Drugowitsch J, Moreno-Bote R, Pouget A. Relation between belief and performance in perceptual decision making. Plos One. 9: e96511. PMID 24816801 DOI: 10.1371/journal.pone.0096511  1
2014 Kneissler J, Stalph PO, Drugowitsch J, Butz MV. Filtering sensory information with XCSF: improving learning robustness and robot arm control performance. Evolutionary Computation. 22: 139-58. PMID 23746295 DOI: 10.1162/EVCO_a_00108  1
2014 Drugowitsch J, Moreno-Bote R, Pouget A. Optimal decision-making with time-varying evidence reliability Advances in Neural Information Processing Systems. 1: 748-756.  1
2012 Drugowitsch J, Pouget A. Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making. Current Opinion in Neurobiology. 22: 963-9. PMID 22884815 DOI: 10.1016/j.conb.2012.07.007  1
2012 Drugowitsch J, Moreno-Bote R, Churchland AK, Shadlen MN, Pouget A. The cost of accumulating evidence in perceptual decision making. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 3612-28. PMID 22423085 DOI: 10.1523/JNEUROSCI.4010-11.2012  1
2012 Kneissler J, Stalph PO, Drugowitsch J, Butz MV. Filtering sensory information with XCSF: Improving learning robustness and control performance Gecco'12 - Proceedings of the 14th International Conference On Genetic and Evolutionary Computation. 871-878. DOI: 10.1145/2330163.2330284  1
2010 Drugowitsch J, Pouget A. Quick thinking: perceiving in a tenth of a blink of an eye. Nature Neuroscience. 13: 279-80. PMID 20177419 DOI: 10.1038/nn0310-279  1
2010 Browne W, Bacardit J, Drugowitsch J. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6471: V-VI.  1
2008 Drugowitsch J, Barry AM. A formal framework and extensions for function approximation in learning classifier systems Machine Learning. 70: 45-88. DOI: 10.1007/s10994-007-5024-8  1
2008 Loiacono D, Drugowitsch J, Barry A, Lanzi PL. Analysis and improvements of the classifier error estimate in XCSF Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4998: 117-135. DOI: 10.1007/978-3-540-88138-4-7  1
2008 Drugowitsch J, Barry AM. A principled foundation for LCS Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4998: 77-95. DOI: 10.1007/978-3-540-88138-4-5  1
2008 Drugowitsch J. Towards reinforcement learning with LCS Studies in Computational Intelligence. 139: 203-235. DOI: 10.1007/978-3-540-79866-8_9  1
2008 Drugowitsch J. An algorithmic description Studies in Computational Intelligence. 139: 165-201. DOI: 10.1007/978-3-540-79866-8_8  1
2008 Drugowitsch J. The optimal set of classifiers Studies in Computational Intelligence. 139: 123-164. DOI: 10.1007/978-3-540-79866-8_7  1
2008 Drugowitsch J. Mixing independently trained classifiers Studies in Computational Intelligence. 139: 101-121. DOI: 10.1007/978-3-540-79866-8_6  1
2008 Drugowitsch J. Training the classifiers Studies in Computational Intelligence. 139: 65-99. DOI: 10.1007/978-3-540-79866-8_5  1
2008 Drugowitsch J. A probabilistic model for LCS Studies in Computational Intelligence. 139: 45-64. DOI: 10.1007/978-3-540-79866-8_4  1
2008 Drugowitsch J. A classifier systems model Studies in Computational Intelligence. 139: 29-44. DOI: 10.1007/978-3-540-79866-8_3  1
2008 Drugowitsch J. Background Studies in Computational Intelligence. 139: 13-28. DOI: 10.1007/978-3-540-79866-8_2  1
2008 Drugowitsch J. Introduction Studies in Computational Intelligence. 139: 1-11. DOI: 10.1007/978-3-540-79866-8_1  1
2007 Drugowitsch J, Barry AM. Mixing independent classifiers Proceedings of Gecco 2007: Genetic and Evolutionary Computation Conference. 1596-1603. DOI: 10.1145/1276958.1277278  1
2005 Drugowitsch J, Barry AM. XCS with eligibility traces Gecco 2005 - Genetic and Evolutionary Computation Conference. 1851-1858. DOI: 10.1145/1068009.1068322  1
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