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
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