Download and place all scripts in the same directory before executing.
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♦ sweepGsynRandModel1.m
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Generate optimal parameter sets for Model 1, by fitting data contained in file data.txt
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♦ sweepGsynRandModel2.m
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Generate optimal parameter sets for Model 2, by fitting data contained in file data.txt
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♦ AnalyzeResultsModel1.m
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Generates Fig. 3 based on data in file DataRandGsynModel1.m produced by sweepGsynRandModel1.m
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♦ AnalyzeResultsModel2.m
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Generates Fig. 6 based on data in file DataRandGsynModel2.m produced by sweepGsynRandModel2.m
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♦ AnalyzeResultsGradient.m
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Generates Figs. 2 & 5
based on data in files DataRandGsynModel1.m and DataRandGsynModel2.m
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♦ FitCostGsynModel1.m
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Calculate objective function for model 1
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♦ FitCostGsynModel2.m
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Calculate objective function for model 2
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♦ costBalancedInfo.m
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Lowest-level objective function fitting the time-course and short-term plasticity
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♦ getData.m
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Utility data-processing routine
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♦ extract.m
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Utility data-processing routine
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♦ data.txt
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Experimental membrane potential time course
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♦ DataRandGsynModel1.m
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Example output data: optimal parameter sets for Model 1 produced by sweepGsynRandModel1.m
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♦ DataRandGsynModel2.m
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Example output data: optimal parameter sets for Model 2 produced by sweepGsynRandModel2.m
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