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Study of neuronal gain in a conductance-based leaky integrate-and-fire neuron model with balanced excitatory and inhibitory synaptic input
Authors:A. N.?Burkitt  author-information"  >  author-information__contact u-icon-before"  >  mailto:a.burkitt@medoto.unimelb.edu.au"   title="  a.burkitt@medoto.unimelb.edu.au"   itemprop="  email"   data-track="  click"   data-track-action="  Email author"   data-track-label="  "  >Email author,H.?Meffin,D. B.?Grayden
Affiliation:(1) The Bionic Ear Institute, 384–388 Albert Street, East Melbourne, Vic 3002, Australia
Abstract:Neurons receive a continual stream of excitatory and inhibitory synaptic inputs. A conductance-based neuron model is used to investigate how the balanced component of this input modulates the amplitude of neuronal responses. The output spiking rate is well described by a formula involving three parameters: the mean mgr and variance sgr of the membrane potential and the effective membrane time constant tauQ. This expression shows that, for sufficiently small tauQ, the level of balanced excitatory-inhibitory input has a nonlinear modulatory effect on the neuronal gain.
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