Signal Processing

• Epoch Signal
• Filter Signal
• Ica Components
• Ica Restore
• Invert Signals
• IRASA YASA
• Moving RMS
• PSA Compilation FOOOF
• Remove Channel Artefact
• Resample
• Rescale Signal
• Reset Signal Artefact
• Score Sleep Stages YASA
• Stft
• Subtract Signals
• Trim Signal

Quick reference

Module	Version	Description
Epoch Signal	2.0.0	Segments EEG signals into overlapping or non-overlapping epochs of fixed duration.
Filter Signal	2.1.0	Applies a FIR/IIR filter to EEG signals.
Ica Components	2.0.0	Find components of a signal with idependant component analysis.
Ica Restore	2.0.0	Reconstructs signal from ICA components.
Invert Signals	2.0.0	Inverts signals.
IRASA YASA	0.0.0	Spectral power decomposition using IRASA algorithm.
Moving RMS	2.0.0	Computes RMS value on a moving window.
PSA Compilation FOOOF	0.0.0	Analyses and reports the PSD output designed specifically for FOOOF analysis.
Remove Channel Artefact	2.0.0	Removes full-channel artefacts from signals and events.
Resample	2.0.0	Resamples a signal.
Rescale Signal	2.1.0	Creates a list of dictionaries with the channels from specific epochs during a recording.
Reset Signal Artefact	2.1.0	Resets the signal that occurs during an artefact.
Score Sleep Stages YASA	2.0.0	Automatic sleep stage classification using YASA’s machine learning model.
Stft	2.1.0	Computes the STFT on the signal split into sliding windows.
Subtract Signals	2.0.0	Subtracts signals from a specific channel from the signals of a list of channels.
Trim Signal	2.0.0	Trims continuous/discontinuous signal segments and their associated events to a time window defined by.