Enhancing Meditation Techniques and Insights Using Feature Analysis of Electroencephalography (EEG)
Zahraa Maki Khadam,
Abbas Abdulazeez Abdulhameed,
Ahmed Hammad
Abstract:Through a Bluetooth connection between the Muse 2 device and the meditation app, leveraging IoT capabilities. The methodology encompasses data collection, preprocessing, feature extraction, and model training, all while utilizing Internet of Things (IoT) functionalities. The Muse 2 device records EEG data from multiple electrodes, which is then processed and analyzed within a mobile meditation platform. Preprocessing steps involve eliminating redundant columns, handling missing data, normalizing, and filtering… Show more
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