nnmt.binary

Collection of functions for binarys neurons.

Network Functions

mean_activity(network, **kwargs)	Calculates stationary firing rates for a network of binary neurons.
mean_input(network)	Calc mean inputs to populations as function of firing rates of populations.
std_input(network)	Calcs the standard deviation of the inputs in a network of binary neurons.
working_point(network, **kwargs)	Calculates working point (rates, mean, and std input) for binary network.
balanced_threshold(network, m_exp)	Calculate threshold equal to input given expected mean activity (balance).

Parameter Functions

_mean_activity(J, K, theta, **kwargs)	Calcs firing rates for each population in a network of binary neurons.
_mean_activity_for_given_input(mu, sigma, theta)	Calcs the firing rates of binary neurons for given input statistics.
_mean_input(m, J, K[, J_ext, K_ext, m_ext])	Calculates the mean inputs in a network of binary neurons.
_std_input(m, J, K[, J_ext, K_ext, m_ext])	Calcs the standard deviation of the inputs in a network of binary neurons.
_balanced_threshold(m_exp, J, K)	Calculate threshold equal to input given expected mean activity (balance).