nnmt.lif.exp.working_point

nnmt.lif.exp.working_point(network, method='shift', **kwargs)

Calculates working point (rates, mean, and std input) for exp PSCs.

Calculates the firing rates using nnmt.lif.exp.firing_rates(), the mean input using nnmt.lif.exp.mean_input(), and the standard deviation of the input using nnmt.lif.exp.std_input().

Parameters:

networknnmt.models.Network or child class instance.

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

method{‘shift’, ‘taylor’}, optional

Method used to integrate the adapted Siegert function. Default is ‘shift’.

kwargs

For additional kwargs regarding the fixpoint iteration procedure see nnmt._solvers._firing_rate_integration().

Returns:

dict

Dictionary containing firing rates, mean input and std input.