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Parameter optimization for simulated anesthetic concentrations when performed on 10 different network realizations.

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https://figshare.com/articles/dataset/Parameter_optimization_for_simulated_anesthetic_concentrations_when_performed_on_10_different_network_realizations_/20136798
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A/B-Series describe optimal values determined by the differential evolution algorithm fitting network connectivity parameters obtained when repeating the optimization for 10 total networks. Optimization includes A-Series, when ACh effects are assumed constant and B-Series, when ACh effects are allowed to change with anesthetic concentration. The scaling factors Px scale the effects of synaptic conductances mediated by the x receptor (x = NMDA, GABA and AMPA). A1-A4/B1-B4 denote optimal parameter sets fit to experimental recordings at varying anesthetic concentrations (0%, 2%, 4%, 6% desflurane, respectively). PAMPA is only fit for the 0% anesthetic case A1/B1. Error displayed is SEM.
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2022-06-23
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