" ... we present an automated pipeline based on evolutionary algorithms to quantitatively reproduce features of various classes of neuronal spike patterns using the Izhikevich model. Employing experimental data from Hippocampome.org, a comprehensive knowledgebase of neuron types in the rodent hippocampus, we demonstrate that our approach reliably fit Izhikevich models to nine distinct classes of experimentally recorded spike patterns, including
delayed spiking, spiking with adaptation, stuttering, and bursting. ..."
Venkadesh S, Komendantov AO, Listopad S, Scott EO, De Jong K, Krichmar JL, Ascoli GA (2018) Evolving Simple Models of Diverse Intrinsic Dynamics in Hippocampal Neuron Types. Front Neuroinform 12:8 [PubMed]