Carolina  Gonzalez, Juan  Lasprilla, Dario  Amaya, 
    Manipulation of Robotic Arm with EEG Signal,
    Journal of Engineering and Applied Sciences,
    Volume 13,Issue 21,
    2018,
    Pages 8966-8972,
    ISSN 1816-949x,
    jeasci.2018.8966.8972,
    (https://makhillpublications.co/view-article.php?doi=jeasci.2018.8966.8972)
    Abstract: This project has as objective identify some facial expressions using the sensor "Emotiv EEG
neuroset". This device is a sensor capable of receive and interpret the bioelectrical activity of the brain, through
Electroencephalography technique (EEG) besides has 16 channels with continuous accurate reception of
brainwaves. In addition, the sensor has a SDK easy to use allowing that anyone person can handle it even
without any experience in brain signals acquisition. The Emotiv<sup>&reg;</sup> data were transferred to MATLAB<sup>&reg;</sup> for
filtering the brainwaves in order to send the information through serial communication to Arduino. Obtaining
as a result an identification of three different expressions as wink, blink and smile, each expression has a
different LED color in the Arduino board.
    Keywords: Emotiv;EEG;BCI;facial expressions;Arduino;LED