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Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.
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wonambi-python/wonambi
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Package for the analysis of EEG, ECoG and other electrophysiology modalities.Allows for visualization of the data and sleep stage scoring in a GUI.Provides automatic detectors for spindles and slow waves.
- Can read files of format:
- Axon (.abf, ABF2 only)
- BCI2000 (.dat)
- Blackrock (.nev, .ns2, .ns3, .ns5)
- Brain Vision (.vhdr, .vmrk, .eeg / .dat)
- EEGLAB (.set, .set / .fdt)
- European Data Format (.edf)
- EGI MFF (.mff)
- Fieldtrip (.mat)
- mne FIFF (.fiff)
- SystemPlus Micromed (.trc)
- Moberg ("EEG,Composite,SampleSeries,Composite,MRIAmp,data")
- openephys (.continuous, .openephys)
- BIDS-formatted data file
- Interface for Sleep Scoring
- Computes frequency analysis (spectrogram), time-frequency analysis (short-time spectrogram, Morlet wavelet)
- Detection of spindles and slow waves
- Pure Python
Install wonambi by running:
pip3 install wonambi
If you want to scroll recordings and do some sleep scoring (requires PyQt5)
wonambi
From the command line, simply type:
wonambi
To open a dataset directly, add the full path to the file you want to open:
wonambi /home/me/sleep_recordings.edf
SeeChange Log
- Python 3.6 or later
- numpy
- scipy
- PyQt5 (optional for sleep scoring GUI)
- python-vlc (optional, to watch embedded movies)
- vispy (optional to plot 3D brain surfaces and electrodes)
- h5py (optional to read FieldTrip Matlab files)
- mne (optional, to export to mne FIFF files)
- nibabel (optional to read freesurfer)
- tensorpac (optional to run phase-amplitude analysis, tensorpac version should be 0.5.6)
- fooof 1.0 (optional to run parametrization of power spectra)
The project is licensed under the 3-clause BSD license.
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Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.
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