Reproducibility of biophysical in silico neuron states and spikes from event-based partial histories
Cudone E, Lower A, McDougal R. Reproducibility of biophysical in silico neuron states and spikes from event-based partial histories. PLOS Computational Biology 2023, 19: e1011548. PMID: 37824576, PMCID: PMC10597496, DOI: 10.1371/journal.pcbi.1011548.Peer-Reviewed Original ResearchConceptsInitial conditionsDifferential equation modelMore biological detailUnknown initial conditionsLarge network modelsDifferential equationsMore computational resourcesCell state variablesData-driven modelingState variablesNeuron statesLarge systemsComputational resourcesModel time constantsModeling assumptionsModel statesEquationsNetwork modelModeling frameworkBiological detailsDetailed simulationsAdditional realismCellular biophysicsModerate numberInput history