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In this study, we aim to investigate the decomposition of EEG signals into their five sub-bands using the Wavelet transform. By applying this technique, we can explore the different frequency components present in the EEG data, allowing us to gain a deeper understanding of the underlying brain activity. This analysis will provide valuable insights into the specific patterns and characteristics exhibited by each sub-band, ultimately contributing to our overall knowledge of EEG signal processing.