moabb.paradigms.CVEP#

class moabb.paradigms.CVEP(fmin=1.0, fmax=45.0, filters=None, events=None, n_classes=None, tmin=0.0, tmax=None, baseline=None, channels=None, resample=None, scorer=None)[source]#

Single bandpass c-VEP paradigm for epoch-level decoding.

c-VEP paradigm with only one bandpass filter (default 1 to 45 Hz) Metric is ‘roc-auc’ if 2 classes and ‘accuracy’ if more. This paradigm is meant to be used for epoch-level decoding of c-VEP datasets; this means that the goal of the classifiers with this paradigm is to predict, for every stimulation one by one, the amplitude of the target code. The code value is between 0 (i.e., stimulation off) and 1 (i.e., maximal stimulation).

Parameters:

  • fmin (float (default 1.0)) – cutoff frequency (Hz) for the highpass filter

  • fmax (float (default 45.0)) – cutoff frequency (Hz) for the lowpass filter

Notes

Added in version 1.0.0.

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