Shunting Inhibition Does Not Have a Divisive Effect on Firing Rates

Abstract

Shunting inhibition, a conductance increase with a reversal potential close to the resting potential of the cell, has been shown to have a divisive effect on subthreshold excitatory postsynaptic potential amplitudes. It has therefore been assumed to have the same divisive effect on firing rates. We show that shunting inhibition actually has a subtractive effecton the firing rate in most circumstances. Averaged over several interspike intervals, the spiking mechanism effectively clamps the somatic membrane potential to a value significantly above the resting potential, so that the current through the shunting conductance is approximately independent of the firing rate. This leads to a subtractive rather than a divisive effect. In addition, at distal synapses, shunting inhibition will also have an approximately subtractive effect if the excitatory conductance is not small compared to the inhibitory conductance. Therefore regulating a cell's passive membrane conductance—for instance, via massive feedback—is not an adequate mechanism for normalizing or scaling its output.

Cite

Text

Holt and Koch. "Shunting Inhibition Does Not Have a Divisive Effect on Firing Rates." Neural Computation, 1997. doi:10.1162/NECO.1997.9.5.1001

Markdown

[Holt and Koch. "Shunting Inhibition Does Not Have a Divisive Effect on Firing Rates." Neural Computation, 1997.](https://mlanthology.org/neco/1997/holt1997neco-shunting/) doi:10.1162/NECO.1997.9.5.1001

BibTeX

@article{holt1997neco-shunting,
  title     = {{Shunting Inhibition Does Not Have a Divisive Effect on Firing Rates}},
  author    = {Holt, Gary R. and Koch, Christof},
  journal   = {Neural Computation},
  year      = {1997},
  pages     = {1001-1013},
  doi       = {10.1162/NECO.1997.9.5.1001},
  volume    = {9},
  url       = {https://mlanthology.org/neco/1997/holt1997neco-shunting/}
}