Examples Gallery¶

Contents

Univariate CSC
Multivariate CSC with rank 1 constraints
Univariate CSC with an alpha-stable distribution
Other shift-invariant dictionary learning algorithms

Univariate CSC ¶

CSC to learn LFP spiking atoms — CSC to learn LFP spiking atoms¶

Selecting random state for CSC — Selecting random state for CSC¶

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¶

Multivariate CSC with rank 1 constraints ¶

Extracting :math:`\mu`-wave from the somato-sensory dataset — Extracting \mu-wave from the somato-sensory 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¶

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