_firing_rates (J, K, V_0_rel, V_th_rel, ...) |
Calculates stationary firing rates for exp PSCs. |
_firing_rate_shift (mu, sigma, V_0_rel, ...) |
Calculates stationary mean firing rates including synaptic filtering. |
_firing_rate_taylor (mu, sigma, V_0_rel, ...) |
Calcs stationary mean firing rates including synaptic filtering. |
_firing_rates_for_given_input (mu, sigma, ...) |
Calculates stationary mean firing rates including synaptic filtering. |
_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. |
_transfer_function (mu, sigma, tau_m, tau_s, ...) |
Calculates the transfer function at given angular frequencies omegas . |
_transfer_function_shift (mu, sigma, tau_m, ...) |
Calcs value of transfer func for one population at given frequency omega. |
_transfer_function_taylor (mu, sigma, tau_m, ...) |
Calcs value of transfer func for one population at given frequency omega. |
_fit_transfer_function (transfer_function, ...) |
Fits the transfer function (tf) of a low-pass filter to the passed tf. |
_derivative_of_firing_rates_wrt_mean_input (mu, ...) |
Derivative of the stationary firing rates with respect to the mean input. |
_derivative_of_firing_rates_wrt_input_rate (mu, ...) |
Derivative of the stationary firing rates with respect to input rate. |
_effective_connectivity (transfer_function, ...) |
Effective connectivity for different frequencies. |
_propagator (effective_connectivity) |
Propagator for different frequencies as in Eq. |
_match_eigenvalues_across_frequencies (...[, ...]) |
Resorts the eigenvalues of the effective connectivity matrix. |
_sensitivity_measure (effective_connectivity, ...) |
Calculates sensitivity measure as in Eq. |
_sensitivity_measure_all_eigenmodes (...[, ...]) |
Calculates the _sensitivity_measure() for each eigenmode. |
_power_spectra (nu, effective_connectivity, ...) |
Calcs vector of power spectra for all populations at given frequencies. |
_external_rates_for_fixed_input (mu_set, ...) |
Calculate external rates needed to get fixed mean and std input. |
_cvs (nu, mu, sigma, V_0_rel, V_th_rel, ...) |
Coefficient of variation of interspike intervals for multiple populations. |
_cvs_single_population (nu, mu, sigma, ...) |
Coefficient of variation of interspike intervals for single population. |
_pairwise_effective_connectivity (nu, mu, ...) |
Calcs the pairwise effective connectivity matrix in linear response theory. |
_spectral_bound (J_eff) |
Calcs upper bound of eval spectrum of pairwise effective connectivity. |
_pairwise_covariances (J_eff, nu, cvs[, ...]) |
Calculates the pairwise covariances in linear response theory. |