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Evolving simple models of diverse dynamics in hippocampal neuron types (Venkadesh et al 2018)
Tom Morse - MoldelDB admin
" ... 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. ..."
  • Neuron or other electrically excitable cell Show Other
  • Venkadesh S, Komendantov AO, Listopad S, Scott EO, De Jong K, Krichmar JL, Ascoli GA (2018) Show Other
tom.morse@yale.edu
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Revisions: 4
Last Time: 3/13/2018 4:20:42 PM
Reviewer: Tom Morse - MoldelDB admin
Owner: Tom Morse - MoldelDB admin