simrun ❭ synaptic_strength_fitting ❭ linear_fit_pdf

linear_fit_pdf

simrun.synaptic_strength_fitting.linear_fit_pdf(pdf)

Calculate linear fits between the synaptic conductance and the EPSP.

This method calculates the mean and offset of a linear fit between gAMPA and the following statistics of the EPSP:

  • mean

  • standard deviation

  • median

  • maximum

Is used to calculate per-celltype conductance values that match empirical data.

Parameters:

pdf (pd.DataFrame) – A table of summary statistics, as returned by ePSP_summary_statistics(), but without an index.

Returns:

A table of linear fits.

Return type:

pd.Series