Detection of facial gestures artefacts created during an EEG research using artificial neural networks
[ 1 ] Instytut Technologii Mechanicznej, Wydział Budowy Maszyn i Zarządzania, Politechnika Poznańska | [ D ] phd student | [ P ] employee
2016
paper
english
EN The article concerns detecting artefacts created by facial expressions in an EEG with the use of artificial neural networks. During the EEG research may appear some interferences which are called artefacts caused for example by muscle activity. This article will focus on some of them, namely eyeballs movements to the right and left, opening the mouth, smile, lifting eyebrows, opening and closing eyes. In order to record the electrical activity of the brain a device called Emotiv EPOC+™ was used. One of the aims of the research was to find a suitable activation function for the artificial neural networks.
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