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Neuronal Signal Transduction Aided by Noise at Threshold and at Saturation
Authors:David Rousseau  François Chapeau-blondeau
Affiliation:(1) Laboratoire d'Ingénierie des Systèmes Automatisés (LISA), Université d'Angers, 62 avenue Notre Dame du Lac, Angers, 49000, France
Abstract:A classical model of neuronal signal transmission describing the presence of both a threshold and a saturation in the neuron response is considered. This model is used to analyze the transduction by the neuron of various types of information-carrying input signals in the presence of noise. Improvement by noise of the performance via stochastic resonance is established for transmission in both the threshold and the saturation regimes. Stochastic resonance at saturation is a novel form, expressing that the distortion experienced by large input signals transmitted at saturation, can be reduced by addition of noise.
Keywords:neuronal transmission  noise  saturation  stochastic resonance  threshold
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