Alexandre Pouget - Publications

Affiliations: 
University of Geneva, Geneva, Switzerland 
Website:
http://www.bcs.rochester.edu/people/alex/

99 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
2021 Aitchison L, Jegminat J, Menendez JA, Pfister JP, Pouget A, Latham PE. Synaptic plasticity as Bayesian inference. Nature Neuroscience. PMID 33707754 DOI: 10.1038/s41593-021-00809-5  0.48
2021 Dehaene GP, Coen-Cagli R, Pouget A. Investigating the representation of uncertainty in neuronal circuits. Plos Computational Biology. 17: e1008138. PMID 33577553 DOI: 10.1371/journal.pcbi.1008138  0.724
2020 Mendonça AG, Drugowitsch J, Vicente MI, DeWitt EEJ, Pouget A, Mainen ZF. The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs. Nature Communications. 11: 2757. PMID 32488065 DOI: 10.1038/S41467-020-16196-7  0.79
2019 Drugowitsch J, Mendonça AG, Mainen ZF, Pouget A. Learning optimal decisions with confidence. Proceedings of the National Academy of Sciences of the United States of America. PMID 31732671 DOI: 10.1073/Pnas.1906787116  0.789
2019 Hou H, Zheng Q, Zhao Y, Pouget A, Gu Y. Neural Correlates of Optimal Multisensory Decision Making under Time-Varying Reliabilities with an Invariant Linear Probabilistic Population Code. Neuron. PMID 31607423 DOI: 10.1016/J.Neuron.2019.08.038  0.729
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  0.761
2018 Lakshminarasimhan KJ, Pouget A, DeAngelis GC, Angelaki DE, Pitkow X. Inferring decoding strategies for multiple correlated neural populations. Plos Computational Biology. 14: e1006371. PMID 30248091 DOI: 10.1371/Journal.Pcbi.1006371  0.791
2017 Coen-Cagli R, Kanitscheider I, Pouget A. A method to estimate the number of neurons supporting visual orientation discrimination in primates. F1000research. 6: 1752. PMID 29333238 DOI: 10.12688/F1000Research.12398.1  0.739
2017 Zylberberg J, Pouget A, Latham PE, Shea-Brown E. Robust information propagation through noisy neural circuits. Plos Computational Biology. 13: e1005497. PMID 28419098 DOI: 10.1371/Journal.Pcbi.1005497  0.591
2016 Grabska-Barwińska A, Barthelmé S, Beck J, Mainen ZF, Pouget A, Latham PE. A probabilistic approach to demixing odors. Nature Neuroscience. PMID 27918530 DOI: 10.1038/nn.4444  0.773
2016 Mainen ZF, Häusser M, Pouget A. A better way to crack the brain. Nature. 539: 159-161. PMID 27830818 DOI: 10.1038/539159a  0.582
2016 Tajima S, Drugowitsch J, Pouget A. Optimal policy for value-based decision-making. Nature Communications. 7: 12400. PMID 27535638 DOI: 10.1038/Ncomms12400  0.761
2016 Kohn A, Coen-Cagli R, Kanitscheider I, Pouget A. Correlations and Neuronal Population Information. Annual Review of Neuroscience. PMID 27145916 DOI: 10.1146/Annurev-Neuro-070815-013851  0.772
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  0.759
2015 Kanitscheider I, Coen-Cagli R, Pouget A. Origin of information-limiting noise correlations. Proceedings of the National Academy of Sciences of the United States of America. PMID 26621747 DOI: 10.1073/Pnas.1508738112  0.739
2015 Pitkow X, Liu S, Angelaki DE, DeAngelis GC, Pouget A. How Can Single Sensory Neurons Predict Behavior? Neuron. 87: 411-23. PMID 26182422 DOI: 10.1016/J.Neuron.2015.06.033  0.766
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  0.802
2015 Kanitscheider I, Coen-Cagli R, Kohn A, Pouget A. Measuring fisher information accurately in correlated neural populations. Plos Computational Biology. 11: e1004218. PMID 26030735 DOI: 10.1371/Journal.Pcbi.1004218  0.784
2015 Kanitscheider I, Brown A, Pouget A, Churchland AK. Multisensory decisions provide support for probabilistic number representations. Journal of Neurophysiology. 113: 3490-8. PMID 25744886 DOI: 10.1152/jn.00787.2014  0.367
2015 Drugowitsch J, DeAngelis GC, Angelaki DE, Pouget A. Author response: Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making Elife. DOI: 10.7554/Elife.06678.007  0.777
2014 Bejjanki VR, Zhang R, Li R, Pouget A, Green CS, Lu ZL, Bavelier D. Action video game play facilitates the development of better perceptual templates. Proceedings of the National Academy of Sciences of the United States of America. 111: 16961-6. PMID 25385590 DOI: 10.1073/Pnas.1417056111  0.79
2014 Moreno-Bote R, Beck J, Kanitscheider I, Pitkow X, Latham P, Pouget A. Information-limiting correlations. Nature Neuroscience. 17: 1410-7. PMID 25195105 DOI: 10.1038/Nn.3807  0.772
2014 Mainen ZF, Pouget A. European Commission: Put brain project back on course. Nature. 511: 534. PMID 25079543 DOI: 10.1038/511534b  0.58
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  0.787
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  0.789
2014 Drugowitsch J, DeAngelis GC, Klier EM, Angelaki DE, Pouget A. Author response: Optimal multisensory decision-making in a reaction-time task Elife. DOI: 10.7554/Elife.03005.018  0.782
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.  0.785
2013 Pouget A, Beck JM, Ma WJ, Latham PE. Probabilistic brains: knowns and unknowns. Nature Neuroscience. 16: 1170-8. PMID 23955561 DOI: 10.1038/nn.3495  0.759
2013 Grabska-Barwińska A, Beck J, Pouget A, Latham PE. Demixing odors - Fast inference in olfaction Advances in Neural Information Processing Systems 0.418
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  0.759
2012 Bavelier D, Green CS, Pouget A, Schrater P. Brain plasticity through the life span: learning to learn and action video games. Annual Review of Neuroscience. 35: 391-416. PMID 22715883 DOI: 10.1146/Annurev-Neuro-060909-152832  0.571
2012 Beck JM, Ma WJ, Pitkow X, Latham PE, Pouget A. Not noisy, just wrong: the role of suboptimal inference in behavioral variability. Neuron. 74: 30-9. PMID 22500627 DOI: 10.1016/J.Neuron.2012.03.016  0.775
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  0.786
2012 Fetsch CR, Pouget A, DeAngelis GC, Angelaki DE. Neural correlates of reliability-based cue weighting during multisensory integration. Nature Neuroscience. 15: 146-54. PMID 22101645 DOI: 10.1038/Nn.2983  0.381
2012 Zhang R, Li R, Bejjanki VR, Lu Z, Green S, Pouget A, Bavelier D. Action video games playing improves learning to learn in perceptual learning F1000research. 12: 1130-1130. DOI: 10.7490/F1000Research.1090683.1  0.768
2012 Pouget A, Deneve S, Duhamel JR. A Computational Neural Theory of Multisensory Spatial Representations Crossmodal Space and Crossmodal Attention. DOI: 10.1093/acprof:oso/9780198524861.003.0006  0.616
2012 Ma WJ, Beck J, Pouget A. A Neural Implementation of Optimal Cue Integration Sensory Cue Integration. DOI: 10.1093/acprof:oso/9780195387247.003.0021  0.387
2011 Beck JM, Latham PE, Pouget A. Marginalization in neural circuits with divisive normalization. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 15310-9. PMID 22031877 DOI: 10.1523/JNEUROSCI.1706-11.2011  0.736
2011 Moreno-Bote R, Knill DC, Pouget A. Bayesian sampling in visual perception. Proceedings of the National Academy of Sciences of the United States of America. 108: 12491-6. PMID 21742982 DOI: 10.1073/Pnas.1101430108  0.663
2011 Ma WJ, Navalpakkam V, Beck JM, Berg Rv, Pouget A. Behavior and neural basis of near-optimal visual search. Nature Neuroscience. 14: 783-90. PMID 21552276 DOI: 10.1038/nn.2814  0.714
2011 Bejjanki VR, Beck JM, Lu ZL, Pouget A. Perceptual learning as improved probabilistic inference in early sensory areas. Nature Neuroscience. 14: 642-8. PMID 21460833 DOI: 10.1038/Nn.2796  0.794
2011 Beck J, Bejjanki VR, Pouget A. Insights from a simple expression for linear fisher information in a recurrently connected population of spiking neurons. Neural Computation. 23: 1484-502. PMID 21395435 DOI: 10.1162/Neco_A_00125  0.796
2011 Churchland AK, Kiani R, Chaudhuri R, Wang XJ, Pouget A, Shadlen MN. Variance as a signature of neural computations during decision making. Neuron. 69: 818-31. PMID 21338889 DOI: 10.1016/J.Neuron.2010.12.037  0.404
2011 Drugowitsch J, Pouget A, DeAngelis GC, Angelaki DE. Maximizing decision rate in multisensory integration Nature Precedings. DOI: 10.1038/Npre.2011.5822.1  0.771
2011 Drugowitsch J, Moreno-Bote R, Pouget A. Optimal decision bounds for probabilistic population codes and time varying evidence Nature Precedings. DOI: 10.1038/Npre.2011.5821.1  0.795
2010 Green CS, Pouget A, Bavelier D. Improved probabilistic inference as a general learning mechanism with action video games. Current Biology : Cb. 20: 1573-9. PMID 20833324 DOI: 10.1016/J.Cub.2010.07.040  0.603
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  0.759
2010 Li R, Bejjanki VR, Lu Z, Pouget A, Bavelier D. Playing action video games leads to better perceptual templates Journal of Vision. 9: 860-860. DOI: 10.1167/9.8.860  0.766
2010 Ma WJ, Navalpakkam V, Beck J, Pouget A. Optimal integration of information across space in homogeneous and heterogeneous search displays: data and neural implementation Journal of Vision. 9: 1188-1188. DOI: 10.1167/9.8.1188  0.622
2010 Bavelier D, Green GC, Pouget A. Action videogame playing improves Bayesian inference for perceptual decision-making Journal of Vision. 7: 38-38. DOI: 10.1167/7.15.38  0.601
2010 Ma WJ, Pouget A. Population Codes: Theoretic Aspects Encyclopedia of Neuroscience. 749-755. DOI: 10.1016/B978-008045046-9.01401-7  0.402
2008 Beck JM, Ma WJ, Kiani R, Hanks T, Churchland AK, Roitman J, Shadlen MN, Latham PE, Pouget A. Probabilistic population codes for Bayesian decision making. Neuron. 60: 1142-52. PMID 19109917 DOI: 10.1016/j.neuron.2008.09.021  0.784
2008 Ma WJ, Pouget A. WITHDRAWN: Linking neurons to behavior in multisensory perception: A computational review. Brain Research Reviews. PMID 19070906 DOI: 10.1016/j.brainresrev.2008.04.009  0.449
2008 Pouget A, DeAngelis GC. Paying attention to correlated neural activity. Nature Neuroscience. 11: 1371-2. PMID 19023342 DOI: 10.1038/Nn1208-1371  0.35
2008 Ma WJ, Beck JM, Pouget A. Spiking networks for Bayesian inference and choice. Current Opinion in Neurobiology. 18: 217-22. PMID 18678253 DOI: 10.1016/j.conb.2008.07.004  0.738
2008 Ma WJ, Pouget A. Linking neurons to behavior in multisensory perception: a computational review. Brain Research. 1242: 4-12. PMID 18602905 DOI: 10.1016/j.brainres.2008.04.082  0.528
2008 Banerjee A, Seriès P, Pouget A. Dynamical constraints on using precise spike timing to compute in recurrent cortical networks. Neural Computation. 20: 974-93. PMID 18085984 DOI: 10.1162/Neco.2008.05-06-206  0.676
2008 Klam F, Zemel RS, Pouget A. Population coding with motion energy filters: the impact of correlations. Neural Computation. 20: 146-75. PMID 18045004 DOI: 10.1162/neco.2008.20.1.146  0.786
2007 Beck J, Ma WJ, Latham PE, Pouget A. Probabilistic population codes and the exponential family of distributions. Progress in Brain Research. 165: 509-19. PMID 17925267 DOI: 10.1016/S0079-6123(06)65032-2  0.771
2007 Denève S, Duhamel JR, Pouget A. Optimal sensorimotor integration in recurrent cortical networks: a neural implementation of Kalman filters. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 5744-56. PMID 17522318 DOI: 10.1523/JNEUROSCI.3985-06.2007  0.661
2007 Beck JM, Pouget A. Exact inferences in a neural implementation of a hidden Markov model. Neural Computation. 19: 1344-61. PMID 17381269 DOI: 10.1162/neco.2007.19.5.1344  0.622
2007 Pouget A, Bavelier D. Paying attention to neurons with discriminating taste. Neuron. 53: 473-5. PMID 17296547 DOI: 10.1016/j.neuron.2007.02.004  0.576
2006 Ma WJ, Beck JM, Latham PE, Pouget A. Bayesian inference with probabilistic population codes. Nature Neuroscience. 9: 1432-8. PMID 17057707 DOI: 10.1038/nn1790  0.779
2006 Averbeck BB, Latham PE, Pouget A. Neural correlations, population coding and computation. Nature Reviews. Neuroscience. 7: 358-66. PMID 16760916 DOI: 10.1038/nrn1888  0.589
2005 Avillac M, Denève S, Olivier E, Pouget A, Duhamel JR. Reference frames for representing visual and tactile locations in parietal cortex. Nature Neuroscience. 8: 941-9. PMID 15951810 DOI: 10.1038/nn1480  0.656
2004 Deneve S, Pouget A. Bayesian multisensory integration and cross-modal spatial links. Journal of Physiology, Paris. 98: 249-58. PMID 15477036 DOI: 10.1016/j.jphysparis.2004.03.011  0.629
2004 Seriès P, Latham PE, Pouget A. Tuning curve sharpening for orientation selectivity: coding efficiency and the impact of correlations. Nature Neuroscience. 7: 1129-35. PMID 15452579 DOI: 10.1038/nn1321  0.586
2003 Latham PE, Deneve S, Pouget A. Optimal computation with attractor networks. Journal of Physiology, Paris. 97: 683-94. PMID 15242674 DOI: 10.1016/j.jphysparis.2004.01.022  0.726
2003 Ben Hamed S, Page W, Duffy C, Pouget A. MSTd neuronal basis functions for the population encoding of heading direction. Journal of Neurophysiology. 90: 549-58. PMID 12750416 DOI: 10.1152/Jn.00639.2002  0.334
2003 Pouget A, Dayan P, Zemel RS. Inference and computation with population codes. Annual Review of Neuroscience. 26: 381-410. PMID 12704222 DOI: 10.1146/annurev.neuro.26.041002.131112  0.709
2003 Deneve S, Pouget A. Basis functions for object-centered representations. Neuron. 37: 347-59. PMID 12546828 DOI: 10.1016/S0896-6273(02)01184-4  0.629
2002 Pouget A, Deneve S, Duhamel JR. A computational perspective on the neural basis of multisensory spatial representations. Nature Reviews. Neuroscience. 3: 741-7. PMID 12209122 DOI: 10.1038/nrn914  0.661
2002 Pouget A, Latham P. Digitized neural networks: long-term stability from forgetful neurons. Nature Neuroscience. 5: 709-10. PMID 12149619 DOI: 10.1038/nn0802-709  0.536
2002 Pouget A, Ducom JC, Torri J, Bavelier D. Multisensory spatial representations in eye-centered coordinates for reaching. Cognition. 83: B1-11. PMID 11814488 DOI: 10.1016/S0010-0277(01)00163-9  0.556
2001 Pouget A, Sejnowski TJ. Simulating a lesion in a basis function model of spatial representations: comparison with hemineglect. Psychological Review. 108: 653-73. PMID 11488381 DOI: 10.1037//0033-295X.108.3.653  0.485
2001 Deneve S, Latham PE, Pouget A. Efficient computation and cue integration with noisy population codes. Nature Neuroscience. 4: 826-31. PMID 11477429 DOI: 10.1038/90541  0.751
2001 Deneve S, Duhamel JR, Pouget A. A new model of spatial representations in multimodal brain areas Advances in Neural Information Processing Systems 0.597
2000 Pouget A, Dayan P, Zemel R. Information processing with population codes. Nature Reviews. Neuroscience. 1: 125-32. PMID 11252775 DOI: 10.1038/35039062  0.707
2000 Pouget A, Snyder LH. Computational approaches to sensorimotor transformations. Nature Neuroscience. 3: 1192-8. PMID 11127837 DOI: 10.1038/81469  0.34
2000 Pouget A, Driver J. Relating unilateral neglect to the neural coding of space. Current Opinion in Neurobiology. 10: 242-9. PMID 10753799 DOI: 10.1016/S0959-4388(00)00077-5  0.306
1999 Pouget A, Deneve S, Sejnowski TJ. Frames of reference in hemineglect: a computational approach. Progress in Brain Research. 121: 81-97. PMID 10551022 DOI: 10.1016/S0079-6123(08)63069-1  0.685
1999 Deneve S, Latham PE, Pouget A. Reading population codes: a neural implementation of ideal observers. Nature Neuroscience. 2: 740-5. PMID 10412064 DOI: 10.1038/11205  0.746
1999 Pouget A, Deneve S, Ducom JC, Latham PE. Narrow versus wide tuning curves: What's best for a population code? Neural Computation. 11: 85-90. PMID 9950723 DOI: 10.1162/089976699300016818  0.738
1999 Deneve S, Pouget A, Latham PE. Divisive normalization, line attractor networks and ideal observers Advances in Neural Information Processing Systems. 104-110.  0.664
1998 Gray MS, Pouget A, Zemel RS, Nowlan SJ, Sejnowski TJ. Reliable disparity estimation through selective integration. Visual Neuroscience. 15: 511-28. PMID 9685204 DOI: 10.1017/S0952523898153129  0.686
1998 Zemel RS, Dayan P, Pouget A. Probabilistic interpretation of population codes. Neural Computation. 10: 403-30. PMID 9472488  0.676
1998 Pouget A, Zhang K, Deneve S, Latham PE. Statistically efficient estimation using population coding. Neural Computation. 10: 373-401. PMID 9472487 DOI: 10.1162/089976698300017809  0.794
1998 Schlag J, Pouget A, Sadeghpour S, Schlag-Rey M. Interactions between natural and electrically evoked saccades. III. Is the nonstationarity the result of an integrator not instantaneously reset? Journal of Neurophysiology. 79: 903-10. PMID 9463451 DOI: 10.1152/Jn.1998.79.2.903  0.547
1998 Deneve S, Pouget A. Neural basis of object-centered representations Advances in Neural Information Processing Systems. 24-30.  0.597
1997 Pouget A, Sejnowski TJ. Spatial transformations in the parietal cortex using basis functions. Journal of Cognitive Neuroscience. 9: 222-37. PMID 23962013 DOI: 10.1162/jocn.1997.9.2.222  0.495
1997 Pouget A, Sejnowski TJ. A new view of hemineglect based on the response properties of parietal neurones. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 352: 1449-59. PMID 9368933 DOI: 10.1098/rstb.1997.0131  0.502
1997 Cai RH, Pouget A, Schlag-Rey M, Schlag J. Perceived geometrical relationships affected by eye-movement signals. Nature. 386: 601-4. PMID 9121582 DOI: 10.1038/386601a0  0.566
1997 Gray MS, Pouget A, Zemel RS, Nowlan SJ, Sejnowski TJ. Selective integration: A model for disparity estimation Advances in Neural Information Processing Systems. 866-872.  0.553
1996 Cai RH, Pouget A, Schlag-Rey M, Schlag J. Pre-saccadic distortion of 3-dot Vernier Acuity by an extraretinal signal Investigative Ophthalmology and Visual Science. 37: S735.  0.474
1994 Pouget A, Sejnowski TJ. A neural model of the cortical representation of egocentric distance. Cerebral Cortex (New York, N.Y. : 1991). 4: 314-29. PMID 8075535 DOI: 10.1093/Cercor/4.3.314  0.52
1994 Pouget A, Sejnowski TJ. Is perception isomorphic with neural activity? Behavioral and Brain Sciences. 17: 274. DOI: 10.1017/S0140525X0003452X  0.499
1993 Pouget A, Fisher SA, Sejnowski TJ. Egocentric spaw representation in early vision. Journal of Cognitive Neuroscience. 5: 150-61. PMID 23972150 DOI: 10.1162/jocn.1993.5.2.150  0.481
1993 Pouget A, Fisher SA, Sejnowski TJ. Egocentric spatial representation in early vision Journal of Cognitive Neuroscience. 5: 150-161.  0.352
1990 Lehky SR, Pouget A, Sejnowski TJ. Neural models of binocular depth perception. Cold Spring Harbor Symposia On Quantitative Biology. 55: 765-77. PMID 2132854 DOI: 10.1101/Sqb.1990.055.01.072  0.747
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