Modelling firing regularity in the ventral cochlear nucleus: mechanisms, and effects of stimulus level and synaptopathy
Goodman DFM, Winter IM, Léger AC, de Cheveigné A, Lorenzi C
Hearing Research
(2018)
Abstract
The auditory system processes temporal information at multiple scales, and disruptions to this temporal
processing may lead to deficits in auditory tasks such as detecting and discriminating sounds in a noisy
environment. Here, a modelling approach is used to study the temporal regularity of firing by chopper cells in
the ventral cochlear nucleus, in both the normal and impaired auditory system. Chopper cells, which have a
strikingly regular firing response, divide into two classes, sustained and transient, based on the time course of
this regularity. Several hypotheses have been proposed to explain the behaviour of chopper cells, and the
difference between sustained and transient cells in particular. However, there is no conclusive evidence so far.
Here, a reduced mathematical model is developed and used to compare and test a wide range of hypotheses with a
limited number of parameters. Simulation results show a continuum of cell types and behaviours: chopper-like
behaviour arises for a wide range of parameters, suggesting that multiple mechanisms may underlie this behaviour.
The model accounts for systematic trends in regularity as a function of stimulus level that have previously only
been reported anecdotally. Finally, the model is used to predict the effects of a reduction in the number of
auditory nerve fibres (deafferentation due to, for example, cochlear synaptopathy). An interactive
version of this paper in which all the model parameters can be changed is available online.
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