nnmt.lif.exp._firing_rate_shift

nnmt.lif.exp._firing_rate_shift(V_0_rel, V_th_rel, mu, sigma, tau_m, tau_r, tau_s)

Calculates stationary firing rates including synaptic filtering.

Based on Fourcaud and Brunel [2002], using shift of the integration boundaries in the white noise Siegert formula, as derived in Schuecker et al. [2015].

Parameters:

V_th_rel[float | np.array]

Relative threshold potential in V.

V_0_rel[float | np.array]

Relative reset potential in V.

mu[float | np.array]

Mean neuron activity in V.

sigma[float | np.array]

Standard deviation of neuron activity in V.

tau_m[float | 1d array]

Membrane time constant in s.

tau_r[float | 1d array]

Refractory time in s.

tau_s[float | 1d array]

Synaptic time constant in s.

Returns:

[float | np.array]

Stationary firing rate in Hz.