nnmt.lif.exp._effective_connectivity

nnmt.lif.exp._effective_connectivity(transfer_function, D, J, K, tau_m)

Effective connectivity for different frequencies.

See Eq. 12 and following in Bos et al. [2016].

Note that the frequencies of the transfer function and the delay distribution matrix need to be matching.

Parameters:

transfer_functionnp.ndarray

Transfer_function for given frequencies in hertz/V.

Dnp.ndarray

Unitless delay distribution of shape (len(omegas), len(populations), len(populations)).

Jnp.ndarray

Weight matrix in V.

Knp.ndarray

Indegree matrix.

tau_mfloat

Membrane time constant of post-synatic neuron in s.

Returns:

np.ndarray

Effective connectivity matrix.