Membrane potential and firing rate in cat primary visual cortex

Matteo Carandini*, David Ferster

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

321 Scopus citations

Abstract

We have investigated the relationship between membrane potential and firing rate in cat visual cortex and found that the spike threshold contributes substantially to the sharpness of orientation tuning. The half- width at half-height of the tuning of the the spike responses was 23 ± 8°, compared with 38 ± 15°for the membrane potential responses. Direction selectivity was also greater in spike responses (direction index, 0.61 ± 0.21). Threshold also increased the distinction between simple complex cells, which is commonly based on the linearity of the spike responses to drifting sinusoidal gratings. In many simple cells, such stimuli evoked substantial elevations in the mean potential, which are nonlinear. Being subthreshold, these elevations would be hard to detect in the firing rate responses. Moreover, just as simple cells displayed various degrees of nonlinearity, complex cells displayed various degrees of linearity. We fitted the firing rates with a classic rectification model in which firing rate is zero at potentials below a threshold and grows linearly with the potential above threshold. When the model was applied to a low-pass-filtered version of the membrane potential (with spikes removed), the estimated values of threshold (-54.4 ± 1.4 mV) and linear gain (7.2 ± 0.6 spikes·sec-1·mV1-) were similar across the population. The predicted firing rates matched the observed firing rates well and accounted for the sharpening of orientation tuning of the spike responses relative to that of the membrane potential. As it was for stimulus orientation, threshold was also independent of stimulus contrast. The rectification model accounted for the dependence of spike responses on contrast and, because of a stimulus-induced tonic hyperpolarization, for the response adaptation induced by prolonged stimulation. Because gain and threshold are unaffected by visual stimulation and by adaptation, we suggest that they are constant under all conditions.

Original languageEnglish (US)
Pages (from-to)470-484
Number of pages15
JournalJournal of Neuroscience
Volume20
Issue number1
DOIs
StatePublished - Jan 1 2000

Keywords

  • Adaptaion
  • Complex cells
  • Contrast
  • Iceberg
  • Linearity
  • Orientation
  • S imple cells
  • Summation
  • Threshold
  • Tuning

ASJC Scopus subject areas

  • Neuroscience(all)

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