eelbrain.dss

eelbrain.dss(ndvar)[source]

Denoising source separation (DSS)

Parameters:

ndvar (NDVar | str) – Data to decompose, with dimensions (case, dim, time). DSS is performed over the case and time dimensions.

Returns:

  • to_dss (NDVar) – Transform data to DSS, with dimensions (dss, dim).

  • from_dss (NDVar) – Reconstruct data form DSS.

Return type:

tuple[NDVar, NDVar]

Notes

the method is described in [1]. This function uses the implementation from the mne-sandbox.

References