Numerical Approximation for Nonlinear Noisy Leaky Integrate-and-Fire Neuronal Model

We consider a noisy leaky integrate-and-fire (NLIF) neuron model. The resulting nonlinear time-dependent partial differential equation (PDE) is a Fokker-Planck Equation (FPE) which describes the evolution of the probability density. The finite element method (FEM) has been proposed to solve the gove...

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Main Authors: Dipty Sharma, Paramjeet Singh, Ravi P. Agarwal, Mehmet Emir Koksal
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2019-04-01
Colecção:Mathematics
Assuntos:
neuronal variability
Fokker-Planck-Kolmogorov equations
Galerkin finite element method
Acesso em linha:https://www.mdpi.com/2227-7390/7/4/363
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