The paper proves a Bernstein inequality and an oracle inequality for kernel estimation of the Vlasov-Fokker-Planck density, and gives a moment estimator for FitzHugh-Nagumo parameters that contains algebraic errors in its estimating equations.
Parameter estimation of the F itz H ugh- N agumo model using noisy measurements for membrane potential
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Statistical estimation of a mean-field FitzHugh-Nagumo model
The paper proves a Bernstein inequality and an oracle inequality for kernel estimation of the Vlasov-Fokker-Planck density, and gives a moment estimator for FitzHugh-Nagumo parameters that contains algebraic errors in its estimating equations.