The cost of accumulating evidence in perceptual decision making J Drugowitsch, R Moreno-Bote, AK Churchland, MN Shadlen, A Pouget Journal of Neuroscience 32 (11), 3612-3628, 2012 | 601 | 2012 |
Confidence and certainty: distinct probabilistic quantities for different goals A Pouget, J Drugowitsch, A Kepecs Nature Neuroscience 19 (3), 366-374, 2016 | 525 | 2016 |
Computational Precision of Mental Inference as Critical Source of Human Choice Suboptimality J Drugowitsch, V Wyart, AD Devauchelle, E Koechlin Neuron 92, 1-14, 2016 | 236 | 2016 |
Optimal policy for value-based decision-making S Tajima, J Drugowitsch, A Pouget Nature communications 7 (1), 12400, 2016 | 229 | 2016 |
Optimal multisensory decision-making in a reaction-time task. J Drugowitsch, GC DeAngelis, EM Klier, DE Angelaki, A Pouget eLife, e03005, 2014 | 170 | 2014 |
Lateral orbitofrontal cortex anticipates choices and integrates prior with current information R Nogueira, JM Abolafia, J Drugowitsch, E Balaguer-Ballester, ... Nature Communications 8 (1), 14823, 2017 | 131 | 2017 |
Relation between Belief and Performance in Perceptual Decision Making J Drugowitsch, R Moreno-Bote, A Pouget PLOS ONE 9 (5), e96511, 2014 | 118 | 2014 |
Meissner corpuscles and their spatially intermingled afferents underlie gentle touch perception NL Neubarth, AJ Emanuel, Y Liu, MW Springel, A Handler, Q Zhang, ... Science 368 (6497), eabb2751, 2020 | 107 | 2020 |
Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making J Drugowitsch, GC DeAngelis, DE Angelaki, A Pouget eLife, e06678, 2015 | 102 | 2015 |
Optimal policy for multi-alternative decisions S Tajima, J Drugowitsch, N Patel, A Pouget Nature neuroscience 22 (9), 1503-1511, 2019 | 91 | 2019 |
Multiplicative and Additive Modulation of Neuronal Tuning with Population Activity Affects Encoded Information I Arandia-Romero, S Tanabe, J Drugowitsch, A Kohn, R Moreno-Bote Neuron 89 (6), 1305-1316, 2016 | 86 | 2016 |
Variational Bayesian inference for linear and logistic regression J Drugowitsch arXiv preprint arXiv:1310.5438, 2013 | 82 | 2013 |
Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making J Drugowitsch, A Pouget Current opinion in neurobiology 22 (6), 963-969, 2012 | 75 | 2012 |
Learning optimal decisions with confidence J Drugowitsch, AG Mendonça, ZF Mainen, A Pouget Proceedings of the National Academy of Sciences 116 (49), 24872-24880, 2019 | 67 | 2019 |
Scaling of sensory information in large neural populations shows signatures of information-limiting correlations MM Kafashan, AW Jaffe, SN Chettih, R Nogueira, I Arandia-Romero, ... Nature communications 12 (1), 473, 2021 | 64* | 2021 |
Design and Analysis of Learning Classifier Systems J Drugowitsch Springer, Berlin, 2008 | 60 | 2008 |
Distributional reinforcement learning in the brain AS Lowet, Q Zheng, S Matias, J Drugowitsch, N Uchida Trends in Neurosciences 43 (12), 980-997, 2020 | 57 | 2020 |
Prefrontal mechanisms combining rewards and beliefs in human decision-making M Rouault, J Drugowitsch, E Koechlin Nature Communications 10 (1), 301, 2019 | 57 | 2019 |
Optimal policy for attention-modulated decisions explains human fixation behavior AI Jang, R Sharma, J Drugowitsch Elife 10, e63436, 2021 | 55 | 2021 |
The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs AG Mendonça, J Drugowitsch, MI Vicente, EEJ DeWitt, A Pouget, ... Nature communications 11 (1), 2757, 2020 | 50 | 2020 |