Skip to main content
Log in

Explaining the especially pink elephant

  • News & Views
  • Published:

From Nature Neuroscience

View current issue Submit your manuscript

A new study shows that an efficient allocation of sensory resources can lead to Bayesian estimates that are biased away from the prior, accounting for effects such as the bias toward oblique angles in orientation perception.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Figure 1: Efficient neural coding and Bayesian inference.

References

  1. Wei, X. & Stocker, A.A. Nat. Neurosci. 18, 1509–1517 (2015).

    Article  CAS  Google Scholar 

  2. Attneave, F. Psychol. Rev. 61, 183–193 (1954).

    Article  CAS  Google Scholar 

  3. Barlow, H.B. in Sensory Communication (ed. Rosenblith, W.A.) 217–234 (MIT Press, 1961).

    Google Scholar 

  4. Brunel, N. & Nadal, J.P. Neural Comput. 10, 1731–1757 (1998).

    Article  CAS  Google Scholar 

  5. Ganguli, D. & Simoncelli, E.P. Neural Comput. 26, 2103–2134 (2014).

    Article  Google Scholar 

  6. Knill, D. & Richards, W. Perception as Bayesian Inference (Cambridge University Press, 1996).

    Book  Google Scholar 

  7. Geisler, W.S., Perry, J., Super, B. & Gallogly, D. Vision Res. 41, 711–724 (2001).

    Article  CAS  Google Scholar 

  8. Ernst, M.O. & Banks, M.S. Nature 415, 429–433 (2002).

    Article  CAS  Google Scholar 

  9. Weiss, Y., Simoncelli, E.P. & Adelson, E. Nat. Neurosci. 5, 598–604 (2002).

    Article  CAS  Google Scholar 

  10. Körding, K.P. & Wolpert, D. Nature 427, 244–247 (2004).

    Article  Google Scholar 

  11. de Gardelle, V., Kouider, S. & Sackur, J. J. Vis. 10, (2010).

  12. Georgeson, M.A. & Ruddock, K.H. Phil. Trans. R. Soc. Lond. B [and discussion] 290, 11–22 (1980).

    Article  CAS  Google Scholar 

  13. Stocker, A.A. & Simoncelli, E.P. Adv. Neural Inf. Process. Syst. 18, 1289 (2006).

    Google Scholar 

  14. Bethge, M., Rotermund, D. & Pawelzik, K. Neural Comput. 14, 2317–2351 (2002).

    Article  CAS  Google Scholar 

  15. Berens, P., Ecker, A., Gerwinn, S., Tolias, A. & Bethge, M. Proc. Natl. Acad. Sci. USA 108, 4423 (2001).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jonathan W Pillow.

Ethics declarations

Competing interests

The author declares no competing financial interests.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Pillow, J. Explaining the especially pink elephant. Nat Neurosci 18, 1435–1436 (2015). https://doi.org/10.1038/nn.4122

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nn.4122

  • Springer Nature America, Inc.

Navigation