An EMD tutorial for CuttingEEG Frankfurt 2023
This tutorial packages a subset of the tutorials from the EMD documentation alongside a specific example application using an EEG recording from the LEMON dataset.
The EMD documentation tutorials can run anywhere that EMD has been installed (see here for installation instructions). The CuttingEMD EEG application additionally requires OSL which can be installed with pip. All notebooks have pip install requirements in a commented cell at the top.
You can run these tutorials where you link, but these links will open each tutorial in an interactive google colab session where you can run the code in-browser.
| Colab Link | Tutorial |
|---|---|
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Tutorial 1: Introduction to sifting. |
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Tutorial 2: Solving mode-mixing with mask sifting. |
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Tutorial 3: Instantaneous frequency and the Hilbert-Huang Transform. |
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CuttingEMD: Simple EEG EMD analysis using a data from LEMON. |