1.Signal Reading and Visualization: Reads EEG signals from EDF files and plots channel-wise data. 2.Feature Extraction: Computes band powers (Delta, Theta, Alpha, Beta) using the Welch method. 3.Comparison: Visualizes and compares mean band powers for healthy vs. depressed groups. 4.Frequency Decomposition: Highlights frequency bands for a selected channel.
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