Selected Publications 

(All publications click here)                     

Please note that multiple distribution, publication or commercial usage of this copyrighted papers would require submission of a permission request addressed to the journal in which the paper appeared.

• Neural correlates of reliability-based cue weighting during multisensory integration.

  Fetsch, C.R., Pouget, A., DeAngelis, A.G.C. and Angelaki, D.E.

  Nature Neuroscience. In press. PDF.

   

• Marginalization in neural circuits with divisive normalization.

  Beck, J., Latham, P.E. and Pouget, A.

  Journal of Neuroscience. 31(43):15310 –15319. 2011.

  PDF

   

• Bayesian sampling in visual perception
  Moreno-Bote, R., Knill, D.C., and Pouget, A.

  PNAS. 108(30):12491-6. 2011.

  PDF including suppl info.

   

• Behavioral and neural basis of near optimal visual search.
  Ma, W.J., Navalpakkam, V., Beck, J.M. , van den Berg, R., Pouget, A.

  Nature Neuroscience. 14(6):783-90. 2011.

  PDF. Suppl info.

   

• Perceptual learning as improved probabilistic inference in early sensory areas
  Bejjanki, V.R., Beck, J.M. , Lu, Z.L. , Pouget, A.

  Nature Neuroscience. 14(5):642-8. 2011. PDF. Suppl info

• Variance as a signature of neural computations during decision making.

  Churchland, A.K., Kiani, R., Chaudhuri, R., Wang, X.J., Pouget, A., and Shadlen, M.N.

  Neuron. 69(4):818-31. 2011. PDF

   

• Improved probabilistic inference as a general learning mechanism with action video games.

  Green, C.S., Pouget, A. and Bavelier, D.

  Current Biology.  2010 Sep 14;20(17):1573-9. PDF.

  Suppl info

  BBC podcast. Summaries on The economist and BBC

• Probabilistic population codes for Bayesian decision making.
  Beck, J., Ma, W.J., Kiani, R., Hanks, T., Churchland, A.K., Roitman, J., Shadlen, M.N, Latham, P.E. and Pouget, A.
  Neuron. 26;60(6):1142-52. 2008. PDF Suppl Note  Preview by Salinas. Summaries on CNN and Scientific American

• Bayesian inference with probabilistic population codes.
  Ma, W.J., Beck, J., Latham, P. and Pouget, A.
  Nature Neuroscience. 9(11), 1432-1438. 2006. PDF Suppl Note N&V by Salinas

• Neural correlations, population coding and computation.
  Averbeck, B., Latham, P.E., Pouget, A.
  Nature Review Neuroscience. 7, 358-366. 2006.  PDF

•  Reference frames for representing the location of visual and tactile stimuli in

  the parietal cortex.
  Avilllac, M., Denève, S., Olivier, E., Pouget, A. and Duhamel, J.R.
  Nature Neuroscience. 8(7). 941-949. 2005.  PDF

• Tuning curve sharpening for orientation selectivity: coding efficiency and the impact of correlations   
  Series, P., Latham, P. and Pouget, A.
  Nature Neuroscience. 7(10):1129-1135. 2004. PDF

• Basis functions for object-centered representations.
  Deneve, S. and Pouget, A.
  Neuron 37:347-359. 2003. PDF

• A Computational Perspective on the Neural Basis of Multisensory Spatial Representations.
  Pouget, A., Deneve, S and Duhamel, J.R.
  Nature Review Neuroscience. 3:741-747. 2002. PDF

• Efficient computation and cue integration with noisy population codes.

  Deneve, S., Latham, P.E. and Pouget, A.

  Nature Neuroscience. 4(8):826-831. 2001. PDF

  Revised appendix with correct parameters

   

• Computational approaches to sensorimotor transformations.

  Pouget, A., and Snyder, L.

  Nature Neuroscience. 3:1192-1198. 2000. PDF

   

• Information processing with population codes.

  Pouget, A, Zemel, R.S., and Dayan, P.

  Nature Review Neuroscience. 1(2):125-132. 2000. PDF

   

• Reading population codes: a neural implementation of ideal observers.
  Deneve, S., Latham, P.E. and Pouget, A.
  Nature Neuroscience. 2(8):740-745. 1999. PDF