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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Bibliografski detalji
Glavni autori: Dipty Sharma, Paramjeet Singh, Ravi P. Agarwal, Mehmet Emir Koksal
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2019-04-01
Serija:Mathematics
Teme:
neuronal variability
Fokker-Planck-Kolmogorov equations
Galerkin finite element method
Online pristup:https://www.mdpi.com/2227-7390/7/4/363
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