title: Presynaptic Spontaneous Activity Enhances the Accuracy of Latency Coding.
abstract: The time to the first spike after stimulus onset typically varies with the stimulation intensity. Experimental evidence suggests that neural systems use such response latency to encode information about the stimulus. We investigate the decoding accuracy of the latency code in relation to the level of noise in the form of presynaptic spontaneous activity. Paradoxically, the optimal performance is achieved at a nonzero level of noise and suprathreshold stimulus intensities. We argue that this phenomenon results from the influence of the spontaneous activity on the stabilization of the membrane potential in the absence of stimulation. The reported decoding accuracy improvement represents a novel manifestation of the noise-aided signal enhancement.
authors.affiliation: Institute of Physiology of the Czech Academy of Sciences, 142 20 Prague 4, Czech Republic marie.levakova@fgu.cas.cz.
authors.forename: Marie
authors.initials: M
authors.lastname: Levakova
authors.affiliation: Institute for Stochastics, Johannes Kepler University Linz, 4040 Linz, Austria.
authors.forename: Massimiliano
authors.initials: M
authors.lastname: Tamborrino
authors.affiliation: Institute of Physiology of the Czech Academy of Sciences, Prague 4, Czech Republic kostal@biomed.cas.cz.
authors.forename: Lubomir
authors.initials: L
authors.lastname: Kostal
authors.affiliation: Institute of Physiology of the Czech Academy of Sciences, Prague 4, Czech Republic lansky@biomed.cas.cz.
authors.forename: Petr
authors.initials: P
authors.lastname: Lansky