nnmt.lif.exp.transfer_function

nnmt.lif.exp.transfer_function(network, freqs=None, method='shift', synaptic_filter=True)

Calculates the transfer function for each population for given frequencies.

Requires the computation of nnmt.lif.exp.mean_input() and nnmt.lif.exp.std_input() first.

See nnmt.lif.exp._transfer_function() for full documentation.

Parameters:

networknnmt.create.Network or child class instance.

Network with the parameters listed in nnmt.lif.exp._transfer_function().

freqsnp.ndarray

Frequencies for which transfer function should be calculated. You can use this if you do not want to use the networks analysis_params.

method{‘shift’, ‘taylor’}

Method used to calculate the transfer function. Default is ‘shift’.

synaptic_filterbool

Whether an additional synaptic low pass filter is to be used or not. Default is True.

Returns:

ureg.Quantity(np.array, ‘hertz/millivolt’):

Transfer functions for each population with the following shape: (number of frequencies, number of populations)