Examples Gallery

Univariate CSC

Selecting random state for CSC

Selecting random state for CSC

CSC to learn LFP spiking atoms

CSC to learn LFP spiking atoms

Extracting cross-frequency coupling waveforms from rodent LFP data

Extracting cross-frequency coupling waveforms from rodent LFP data

Vanilla CSC on simulated data

Vanilla CSC on simulated data

Univariate and Multivariate CSC with ‘dicodile’ solver

Gait (steps) example

Gait (steps) example

Multivariate CSC with rank 1 constraints

Extracting \mu-wave from the somato-sensory dataset

Extracting \mu-wave from the somato-sensory dataset

Extracting artifact and evoked response atoms from the MNE sample dataset

Extracting artifact and evoked response atoms from the MNE sample dataset

Extracting artifact and evoked response atoms from the sample dataset

Extracting artifact and evoked response atoms from the sample dataset

Univariate CSC with an alpha-stable distribution

Alpha CSC on simulated data

Alpha CSC on simulated data

Alpha CSC on empirical time-series with strong artifacts

Alpha CSC on empirical time-series with strong artifacts

Other shift-invariant dictionary learning algorithms

MoTIF on simulated data

MoTIF on simulated data

SWM on simulated data

SWM on simulated data