title: A biological plausible Generalized Leaky Integrate-and-Fire neuron model.
abstract: This study introduces a new Generalized Leaky Integrate-and-Fire (GLIF) neuron model. Unlike Normal Leaky Integrate-and-Fire (NLIF) models, the leaking resistor in the GLIF model equation is assumed to be variable, and an additional term would have the bias current added to the model equation in order to improve the accuracy. Adjusting the parameters defined for the leaking resistor and bias current, a GLIF model could be accurately matched to any Hodgkin-Huxley (HH) model and be able to reproduce plausible biological neuron behaviors.
authors.forename: Zhenzhong
authors.initials: Z
authors.lastname: Wang
authors.forename: Lilin
authors.initials: L
authors.lastname: Guo
authors.forename: Malek
authors.initials: M
authors.lastname: Adjouadi
mesh_terms: D000200:Action Potentials / Q000502:physiology*; D000465:Algorithms; D003198:Computer Simulation; D008959:Models, Neurological; D009474:Neurons / Q000502:physiology*