Refractoriness and neural precision. Author M Berry, M Meister Publication Year 1998 Type Journal Article Abstract The response of a spiking neuron to a stimulus is often characterized by its time-varying firing rate, estimated from a histogram of spike times. If the cell's firing probability in each small time interval depends only on this firing rate, one predicts a highly variable response to repeated trials, whereas many neurons show much greater fidelity. Furthermore, the neuronal membrane is refractory immediately after a spike, so that the firing probability depends not only on the stimulus but also on the preceding spike train. To connect these observations, we investigated the relationship between the refractory period of a neuron and its firing precision. The light response of retinal ganglion cells was modeled as probabilistic firing combined with a refractory period: the instantaneous firing rate is the product of a "free firing rate, " which depends only on the stimulus, and a "recovery function," which depends only on the time since the last spike. This recovery function vanishes for an absolute refractory period and then gradually increases to unity. In simulations, longer refractory periods were found to make the response more reproducible, eventually matching the precision of measured spike trains. Refractoriness, although often thought to limit the performance of neurons, may in fact benefit neuronal reliability. The underlying free firing rate derived by allowing for the refractory period often exceeded the observed firing rate by an order of magnitude and was found to convey information about the stimulus over a much wider dynamic range. Thus, the free firing rate may be the preferred variable for describing the response of a spiking neuron. Keywords Animals, Larva, Action Potentials, Models, Neurological, Ambystoma, Nervous System Physiological Phenomena, Refractory Period, Electrophysiological, Stochastic Processes Journal J Neurosci Volume 18 Issue 6 Pages 2200-11 Date Published 1998 Mar 15 ISSN Number 0270-6474 DOI 10.1523/JNEUROSCI.18-06-02200.1998 Alternate Journal J Neurosci PMCID PMC6792934 PMID 9482804 PubMedPubMed CentralGoogle ScholarBibTeXEndNote X3 XML