Parameter estimation in neuronal stochastic differential equation models from intracellular recordings of membrane potentials in single neurons: a Review

Samson, Adeline, Ditlevsen, Susanne . Journal de la Société Française de Statistique 2016. 157 (1) :6-21

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@article{CIS-432112,
  Author = {Samson, Adeline and Ditlevsen, Susanne},
  Title = {Parameter estimation in neuronal stochastic differential equation models from intracellular recordings of membrane potentials in single neurons: a Review},
  Journal = {Journal de la Société Française de Statistique},
  Volume = {157},
  Number = {1},
  Year = {2016},
  Pages = {6--21},
  Keywords = {partial observations, mcmc methods, estimating functions, particle filter, maximum likelihood estimation, synaptic input estimation, state space models, conductance based models, integrate-and-fire models}
}

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