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.1997.9.5.1001Markdown
[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.1997.9.5.1001BibTeX
@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/}
}