nnmt.lif.delta

Collection of functions for LIF neurons with delta synapses.

Network Functions

firing_rates(network, **kwargs)	Calculates stationary firing rates for delta shaped PSCs.
mean_input(network)	Calc mean inputs to populations as function of firing rates of populations.
std_input(network)	Calculates standard deviation of inputs to populations.

Parameter Functions

_firing_rates(J, K, V_0_rel, V_th_rel, ...)	Calculation of firing rates for delta PSCs.
_firing_rates_for_given_input(mu, sigma, ...)	Calculates stationary firing rate for delta shaped PSCs.
_mean_input(*args, **kwargs)	Calc mean input for lif neurons in fixed in-degree connectivity network.
_std_input(*args, **kwargs)	Plain calculation of standard deviation of neuronal input.
_derivative_of_firing_rates_wrt_mean_input(mu, ...)	Derivative of the stationary firing rate with respect to the mean input.