Proves LAN for the spiking rate parameter in mean-field neuron systems with resets, yielding asymptotic efficiency and local minimax optimality of the MLE.
2025 Nonparametric moment method for scalar McKean-Vlasov stochastic differential equations ESAIM Probability and Statistics 29
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LAN property for the parameter of the jump rate in mean field interacting systems of neurons
Proves LAN for the spiking rate parameter in mean-field neuron systems with resets, yielding asymptotic efficiency and local minimax optimality of the MLE.