pyriemann_qiskit.utils.filtering.ChannelSelection

class pyriemann_qiskit.utils.filtering.ChannelSelection(n_channels, cov_est='lwf')

Select channel in epochs.

Select channels based on covariance information, keeping only channels with maximum covariances.

Work on signal epochs.

Parameters:

• n_channels (int) – The number of channels to select.

• cov_est (string, default="lwf") – The covariance estimator.

Notes

Added in version 0.3.0.

__init__(n_channels, cov_est='lwf')

Methods

__init__(n_channels[, cov_est])
fit(X[, y])	Select channel based on covariances
fit_transform(X[, y])	Fit to data, then transform it.
set_output(*[, transform])	Set output container.
transform(X, **kwargs)	Select channels based on the computed covariance.