The role of correlations in direction and contrast coding in the primary visual cortex

Fernando Montani, Adam Kohn, Matthew A. Smith, Simon R. Schultz

Research output: Contribution to journalArticle

63 Citations (Scopus)

Abstract

The spiking activity of nearby cortical neurons is not independent. Numerous studies have explored the importance of this correlated responsivity for visual coding and perception, often by comparing the information conveyed by pairs of simultaneously recorded neurons with the sum of information provided by the respective individual cells. Pairwise responses typically provide slightly more information so that encoding is weakly synergistic. The simple comparison between pairwise and summed individual responses conflates several forms of correlation, however, making it impossible to judge the relative importance of synchronous spiking, basic tuning properties, and stimulus-independent and stimulus-dependent correlation. We have applied an information theoretic approach to this question, using the responses of pairs of neurons to drifting sinusoidal gratings of different directions and contrasts that have been recorded in the primary visual cortex of anesthetized macaque monkeys. Our approach allows us to break down the information provided by pairs of neurons into a number of components. This analysis reveals that, although synchrony is prevalent and informative, the additional information it provides frequently is offset by the redundancy arising from the similar tuning properties of the two cells. Thus coding is approximately independent with weak synergy or redundancy arising, depending on the similarity in tuning and the temporal precision of the analysis. We suggest that this would allow cortical circuits to enjoy the stability provided by having similarly tuned neurons without suffering the penalty of redundancy, because the associated information transmission deficit is compensated for by stimulus-dependent synchrony.

Original languageEnglish (US)
Pages (from-to)2338-2348
Number of pages11
JournalJournal of Neuroscience
Volume27
Issue number9
DOIs
StatePublished - Feb 28 2007

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Visual Cortex
Neurons
Visual Perception
Macaca
Haplorhini
Direction compound

Keywords

  • Cerebral cortex
  • Extracellular recording
  • Information theory
  • Neuronal ensembles
  • Redundancy
  • Striate cortex
  • Synchronization
  • Synchrony
  • Synergy

ASJC Scopus subject areas

  • Neuroscience(all)

Cite this

The role of correlations in direction and contrast coding in the primary visual cortex. / Montani, Fernando; Kohn, Adam; Smith, Matthew A.; Schultz, Simon R.

In: Journal of Neuroscience, Vol. 27, No. 9, 28.02.2007, p. 2338-2348.

Research output: Contribution to journalArticle

Montani, Fernando ; Kohn, Adam ; Smith, Matthew A. ; Schultz, Simon R. / The role of correlations in direction and contrast coding in the primary visual cortex. In: Journal of Neuroscience. 2007 ; Vol. 27, No. 9. pp. 2338-2348.
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