Conference Proceedings

Enhanced stochastic resonance in threshold detectors

N Hohn, AN Burkitt

Proceedings of the International Joint Conference on Neural Networks | IEEE | Published : 2001

Abstract

We study the influence of noise modulation on the detection of subthreshold periodic signals in threshold detectors under the paradigm of stochastic resonance. More particularly, we show that having an input noise amplitude modulated by the input signal can enhance the phenomenon of stochastic resonance. We then apply this result to a neuron model for which the noise modulation mechanism is an intrinsic property coming from the shot-noise nature of the neuron membrane potential.

University of Melbourne Researchers