Electrooculography-based Eye Movement Classification using Deep Learning Models

Amyotrophic lateral sclerosis (ALS), also known as motor neuron disease (MND), is a specific disease that causes the death of neurons controlling voluntary muscles. Most ALS patients eventually lose the ability to walk, use their hands, speak, swallow, and breathe. In this paper, we use the electrooculogram (EOG) signals captured using four sensors placed on the controlling muscles of the eye move...