EEG Classification by factoring in Sensor Configuration

no code implementations • 22 May 2019 • Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Cetin, Alex D. Leow, Heide Klumpp, Olusola Ajilore, Fatos Yarman Vural

Performance of two classification models - model 1 that ignores the sensor layout and model 2 that factors it in - is investigated and found to achieve consistently higher detection accuracy.

Classification EEG +2

EEG Classification based on Image Configuration in Social Anxiety Disorder

no code implementations • 7 Dec 2018 • Lubna Shibly Mokatren, Rashid Ansari, Ahmet Enis Cetin, Alex D. Leow, Olusola Ajilore, Heide Klumpp, Fatos T. Yarman Vural

The problem of detecting the presence of Social Anxiety Disorder (SAD) using Electroencephalography (EEG) for classification has seen limited study and is addressed with a new approach that seeks to exploit the knowledge of EEG sensor spatial configuration.

Classification EEG +1